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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.
DCAF16 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
10.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
31.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
26.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
23.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
20.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
19.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
19.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
18.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
18.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
18.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
18.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
18.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
18.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
17.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
17.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
17.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
17.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
17.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
17.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
16.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
16.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
16.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
16.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
16.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
16.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
15.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
15.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
15.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
15.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
14.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
14.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
14.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
14.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
14.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
14.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
14.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
14.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
14.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
13.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
13.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
13.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
13.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
13.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
13.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
13.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
13.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
13.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
13.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
13.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
13.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
13.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
13.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
13.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
13.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
12.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
12.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
12.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
12.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
12.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
12.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
12.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
12.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
12.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
12.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
12.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
12.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
12.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
12.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
12.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
12.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
12.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
12.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
12.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
12.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
12.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
12.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
12.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
12.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
12.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
12.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
12.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
12.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
12.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
12.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
11.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
11.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
11.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
11.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
11.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
11.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
11.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
11.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
11.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
11.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
11.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
11.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
11.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
11.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
11.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
11.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
11.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
11.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
11.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
11.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
10.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
10.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
10.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
10.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
10.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
10.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
10.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
10.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
10.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
10.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
10.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
10.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
10.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
10.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
10.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
10.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
10.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
10.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
10.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
10.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
10.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
10.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
10.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
10.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
10.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
10.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
9.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
9.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
9.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
9.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
9.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
9.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
9.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
9.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
9.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
9.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
9.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
9.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
9.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
9.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
9.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
9.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
9.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
9.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
9.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
9.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
9.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
9.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
9.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
9.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
9.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
9.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
9.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
9.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
8.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
8.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
8.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
8.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
8.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
8.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
8.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
8.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
8.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
8.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
8.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
8.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
8.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
8.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
8.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
8.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
8.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
8.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
8.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
8.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
8.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
8.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
8.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
8.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
8.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
8.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
8.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
7.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
7.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
7.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
7.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
7.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
7.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
7.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
7.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
7.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
7.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
7.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
7.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
7.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
7.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
7.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
7.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
7.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
7.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
7.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
7.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
7.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
7.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
7.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
7.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
6.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
6.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
6.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
6.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
6.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
6.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
6.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
6.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
6.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
6.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
6.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
5.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
5.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
5.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
5.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
5.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
5.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
5.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
5.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
5.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
5.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
5.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
5.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
5.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
4.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
4.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
4.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
DCAF16 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
24.6
Number of samples
486
Samples
Sample
Description
TPM
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
51.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
48.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
47.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
42.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
41.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
39.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
39.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
38.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
38.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
38.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
38.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
37.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
37.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
37.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
36.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
36.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
36.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
36.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
36.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
36.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
35.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
35.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
35.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
35.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
35.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
35.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
35.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
34.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
34.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
34.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
34.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
34.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
33.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
33.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
33.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
33.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
33.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
33.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
33.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
33.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
33.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
33.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
33.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
33.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
32.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
32.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
32.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
32.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
32.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
32.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
32.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
32.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
32.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
32.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
32.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
32.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
32.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
32.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
32.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
32.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
31.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
31.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
31.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
31.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
31.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
31.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
31.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
31.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
31.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
31.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
31.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
30.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
30.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
30.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
30.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
30.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
30.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
30.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
29.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
29.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
29.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
29.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
29.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
29.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
29.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
29.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
29.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
29.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
29.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
29.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
29.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
29.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
29.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
29.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
28.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
28.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
28.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
28.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
28.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
28.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
28.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
28.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
28.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
28.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
28.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
28.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
28.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
28.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
28.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
28.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
28.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
28.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
28.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
28.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
28.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
28.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
28.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
28.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
27.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
27.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
27.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
27.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
27.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
27.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
27.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
27.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
27.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
27.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
27.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
27.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
27.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
27.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
27.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
27.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
27.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
27.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
27.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
27.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
27.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
27.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
26.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
26.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
26.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
26.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
26.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
26.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
26.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
26.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
26.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
26.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
26.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
26.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
26.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
26.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
26.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
26.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
26.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
26.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
26.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
26.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
26.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
26.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
26.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
26.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
26.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
26.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
26.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
26.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
26.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
26.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
26.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
26.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
26.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
26.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
26.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
26.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
25.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
25.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
25.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
25.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
25.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
25.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
25.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
25.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
25.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
25.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
25.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
25.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
25.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
25.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
25.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
25.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
25.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
25.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
25.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
25.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
25.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
25.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
25.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
25.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
25.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
25.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
25.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
25.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
25.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
25.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
25.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
25.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
25.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
25.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
25.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
25.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
25.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
25.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
25.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
25.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
24.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
24.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
24.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
24.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
24.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
24.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
24.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
24.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
24.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
24.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
24.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
24.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
24.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
24.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
24.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
24.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
24.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
24.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
24.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
24.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
24.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
24.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
24.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
24.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
24.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
24.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
24.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
24.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
24.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
24.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
24.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
24.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
24.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
24.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
23.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
23.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
23.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
23.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
23.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
23.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
23.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
23.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
23.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
23.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
23.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
23.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
23.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
23.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
23.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
23.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
23.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
23.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
23.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
23.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
23.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
23.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
23.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
23.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
23.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
23.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
22.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
22.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
22.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
22.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
22.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
22.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
22.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
22.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
22.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
22.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
22.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
22.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
22.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
22.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
22.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
22.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
22.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
22.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
22.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
22.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
22.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
22.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
22.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
22.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
22.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
22.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
22.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
22.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
22.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
22.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
22.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
22.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
22.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
22.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
22.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
22.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
22.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
22.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
22.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
22.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
22.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
21.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
21.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
21.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
21.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
21.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
21.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
21.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
21.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
21.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
21.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
21.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
21.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
21.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
21.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
21.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
21.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
21.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
21.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
21.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
21.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
21.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
21.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
21.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
21.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
21.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
21.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
20.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
20.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
20.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
20.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
20.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
20.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
20.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
20.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
20.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
20.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
20.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
20.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
20.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
20.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
20.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
20.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
20.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
20.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
20.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
20.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
20.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
20.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
20.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
20.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
20.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
20.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
20.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
20.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
20.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
20.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
20.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
20.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
20.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
19.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
19.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
19.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
19.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
19.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
19.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
19.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
19.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
19.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
19.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
19.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
19.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
19.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
19.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
19.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
19.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
19.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
19.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
19.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
19.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
19.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
19.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
19.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
19.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
19.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
19.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
19.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
19.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
19.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
19.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
19.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
19.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
19.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
19.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
19.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
19.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
19.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
18.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
18.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
18.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
18.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
18.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
18.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
18.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
18.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
18.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
18.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
18.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
18.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
18.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
18.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
18.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
18.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
18.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
18.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
18.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
18.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
17.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
17.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
17.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
17.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
17.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
17.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
17.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
17.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
17.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
17.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
17.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
17.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
17.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
17.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
17.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
17.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
17.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
16.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
16.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
16.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
16.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
16.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
16.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
16.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
16.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
16.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
15.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
15.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
15.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
15.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
15.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
15.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
15.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
15.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
15.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
15.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
15.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
15.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
15.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
15.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
14.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
14.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
13.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
12.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
11.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.8
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.
DCAF16 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
10.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
29.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
20.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
17.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
17.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
16.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
16.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
15.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
15.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
14.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
14.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
14.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
14.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
14.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
13.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
13.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
13.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
13.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
13.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
13.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
13.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
13.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
13.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
12.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
12.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
12.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
12.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
12.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
12.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
12.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
11.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
11.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
11.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
11.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
11.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
11.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
11.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
11.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
11.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
11.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
11.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
11.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
10.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
10.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
10.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
10.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
10.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
10.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
10.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
10.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
10.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
9.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
9.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
9.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
9.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
9.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
9.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
9.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
9.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
9.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
9.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
8.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
8.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
8.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
7.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
7.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
7.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
7.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
7.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
7.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
7.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
6.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
6.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
6.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
6.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
6.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
5.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
5.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
DCAF16 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
24.2
Number of samples
207
Samples
Sample
Description
TPM
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
45.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
44.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
44.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
41.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
39.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
39.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
38.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
38.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
37.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
37.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
36.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
36.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
35.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
35.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
34.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
34.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
33.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
33.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
33.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
32.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
32.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
32.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
32.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
31.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
31.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
31.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
31.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
31.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
31.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
30.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
30.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
30.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
30.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
30.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
30.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
30.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
29.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
29.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
29.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
29.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
29.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
28.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
28.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
28.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
28.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
28.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
28.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
28.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
28.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
28.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
28.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
28.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
27.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
27.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
27.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
27.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
27.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
27.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
27.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
27.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
27.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
26.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
26.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
26.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
26.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
26.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
26.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
26.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
26.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
26.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
26.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
26.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
26.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
25.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
25.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
25.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
25.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
25.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
25.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
25.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
25.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
25.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
24.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
24.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
24.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
24.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
24.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
24.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
24.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
24.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
24.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
24.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
24.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
24.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
24.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
24.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
23.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
23.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
23.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
23.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
23.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
23.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
23.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
23.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
23.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
23.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
23.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
23.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
23.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
23.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
23.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
22.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
22.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
22.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
22.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
22.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
22.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
22.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
22.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
22.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
22.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
22.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
22.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
22.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
21.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
21.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
21.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
21.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
21.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
21.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
21.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
21.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
21.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
21.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
21.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
21.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
21.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
21.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
20.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
20.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
20.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
20.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
20.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
20.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
20.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
20.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
20.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
19.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
19.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
19.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
19.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
19.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
19.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
19.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
19.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
19.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
19.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
19.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
19.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
19.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
19.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
19.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
18.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
18.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
18.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
18.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
18.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
18.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
18.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
18.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
18.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
18.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
18.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
18.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
17.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
17.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
17.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
17.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
17.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
17.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
17.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
17.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
16.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
16.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
16.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
16.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
16.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
16.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
16.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
16.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
16.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
15.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
15.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
15.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
15.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
15.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
15.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
15.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
14.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
14.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
14.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
13.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
13.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
11.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
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
