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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.
CCDC93 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
8.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
24.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
17.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
17.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
15.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
15.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
15.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
15.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
14.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
13.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
13.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
13.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
12.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
12.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
12.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
12.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
12.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
12.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
12.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
12.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
12.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
12.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
11.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
11.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
11.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
11.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
11.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
11.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
11.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
11.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
11.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
11.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
10.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
10.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
10.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
10.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
10.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
10.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
10.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
10.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
10.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
10.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
10.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
10.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
10.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
10.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
10.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
10.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
10.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
10.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
10.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
10.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
10.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
10.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
10.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
10.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
10.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
9.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
9.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
9.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
9.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
9.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
9.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
9.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
9.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
9.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
9.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
9.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
9.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
9.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
9.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
9.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
9.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
9.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
9.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
9.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
9.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
8.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
8.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
8.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
8.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
8.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
8.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
8.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
8.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
8.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
8.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
8.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
8.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
8.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
8.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
8.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
8.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
8.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
8.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
8.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
8.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
8.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
8.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
8.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
8.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
8.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
8.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
8.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
8.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
8.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
8.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
8.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
8.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
8.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
7.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
7.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
7.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
7.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
7.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
7.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
7.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
7.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
7.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
7.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
7.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
7.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
7.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
7.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
7.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
7.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
7.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
7.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
7.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
7.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
7.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
7.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
7.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
7.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
7.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
7.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
7.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
7.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
7.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
7.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
7.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
7.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
7.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
7.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
7.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
7.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
7.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
7.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
7.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
7.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
6.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
6.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
6.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
6.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
6.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
6.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
6.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
6.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
6.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
6.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
6.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
6.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
6.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
6.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
6.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
6.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
6.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
6.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
6.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
6.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
6.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
6.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
6.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
6.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
6.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
5.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
5.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
5.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
5.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
5.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
5.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
5.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
5.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
5.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
5.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
5.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
5.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
5.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
5.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
5.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
5.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
5.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
5.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
5.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
5.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
5.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
5.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
5.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
5.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
5.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
5.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
5.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
5.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
5.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
5.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
5.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
4.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
4.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
4.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
4.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
4.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
4.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
4.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
4.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
4.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
4.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
4.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
4.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
4.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
4.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
4.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
4.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
3.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
3.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 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.
CCDC93 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
15.2
Number of samples
486
Samples
Sample
Description
TPM
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
29.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
27.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
25.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
23.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
23.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
22.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
22.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
22.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
21.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
21.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
21.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
21.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
20.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
20.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
20.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
20.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
20.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
20.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
20.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
19.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
19.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
19.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
19.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
19.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
19.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
19.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
19.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
19.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
19.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
19.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
19.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
19.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
19.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
19.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
18.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
18.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
18.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
18.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
18.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
18.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
18.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
18.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
18.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
18.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
18.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
18.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
18.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
18.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
18.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
18.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
18.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
18.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
18.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
18.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
18.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
18.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
18.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
18.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
18.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
18.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
18.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
18.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
18.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
18.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
18.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
18.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
18.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
18.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
17.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
17.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
17.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
17.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
17.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
17.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
17.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
17.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
17.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
17.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
17.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
17.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
17.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
17.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
17.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
17.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
17.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
17.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
17.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
17.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
17.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
17.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
17.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
17.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
17.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
17.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
17.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
17.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
17.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
17.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
17.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
17.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
17.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
17.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
17.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
17.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
17.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
17.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
17.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
17.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
17.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
17.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
17.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
17.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
17.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
17.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
17.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
17.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
17.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
16.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
16.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
16.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
16.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
16.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
16.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
16.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
16.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
16.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
16.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
16.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
16.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
16.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
16.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
16.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
16.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
16.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
16.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
16.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
16.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
16.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
16.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
16.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
16.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
16.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
16.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
16.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
16.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
16.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
16.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
16.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
16.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
16.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
16.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
16.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
16.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
16.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
16.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
16.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
16.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
16.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
16.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
16.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
16.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
16.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
16.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
16.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
16.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
16.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
16.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
16.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
16.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
16.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
16.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
16.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
16.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
16.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
16.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
16.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
16.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
16.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
16.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
16.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
16.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
16.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
16.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
15.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
15.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
15.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
15.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
15.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
15.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
15.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
15.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
15.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
15.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
15.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
15.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
15.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
15.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
15.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
15.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
15.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
15.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
15.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
15.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
15.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
15.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
15.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
15.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
15.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
15.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
15.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
15.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
15.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
15.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
15.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
15.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
15.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
15.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
15.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
15.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
15.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
15.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
15.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
15.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
15.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
15.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
15.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
15.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
15.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
15.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
15.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
15.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
15.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
15.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
15.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
15.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
15.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
15.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
15.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
15.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
15.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
15.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
15.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
15.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
15.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
15.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
15.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
14.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
14.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
14.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
14.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
14.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
14.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
14.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
14.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
14.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
14.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
14.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
14.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
14.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
14.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
14.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
14.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
14.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
14.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
14.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
14.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
14.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
14.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
14.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
14.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
14.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
14.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
14.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
14.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
14.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
14.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
14.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
14.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
14.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
14.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
14.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
14.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
14.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
14.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
14.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
14.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
14.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
14.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
14.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
14.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
14.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
14.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
14.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
14.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
14.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
14.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
14.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
14.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
14.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
14.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
14.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
14.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
14.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
14.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
14.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
14.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
14.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
14.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
14.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
14.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
14.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
14.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
14.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
14.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
14.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
14.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
14.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
14.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
14.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
13.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
13.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
13.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
13.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
13.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
13.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
13.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
13.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
13.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
13.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
13.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
13.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
13.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
13.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
13.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
13.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
13.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
13.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
13.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
13.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
13.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
13.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
13.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
13.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
13.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
13.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
13.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
13.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
13.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
13.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
13.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
13.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
13.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
13.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
13.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
13.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
13.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
13.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
13.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
13.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
13.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
13.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
13.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
13.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
13.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
13.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
13.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
13.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
13.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
13.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
13.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
13.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
13.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
13.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
13.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
13.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
13.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
13.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
13.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
13.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
13.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
13.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
13.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
13.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
12.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
12.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
12.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
12.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
12.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
12.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
12.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
12.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
12.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
12.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
12.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
12.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
12.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
12.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
12.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
12.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
12.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
12.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
12.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
12.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
12.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
12.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
12.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
12.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
12.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
12.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
12.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
12.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
12.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
12.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
12.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
12.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
12.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
12.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
12.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
12.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
12.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
12.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
12.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
12.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
12.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
12.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
11.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
11.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
11.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
11.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
11.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
11.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
11.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
11.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
11.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
11.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
11.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
11.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
11.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
11.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
11.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
11.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
11.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
11.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
11.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
11.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
11.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
11.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
11.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
11.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
11.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
11.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
11.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
11.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
11.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
11.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
10.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
10.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
10.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
10.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
10.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
10.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
10.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
10.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
9.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
9.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
9.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CCDC93 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
8.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
14.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
13.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
13.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
12.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
12.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
12.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
12.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
12.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
12.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
12.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
12.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
11.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
11.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
11.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
11.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
11.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
10.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
10.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
10.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
10.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
9.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
9.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
9.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
9.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
9.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
9.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
9.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
9.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
9.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
9.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
8.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
8.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
8.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
8.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
8.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
8.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
8.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
8.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
8.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
8.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
8.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
8.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
8.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
7.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
7.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
7.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
7.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
7.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
7.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
7.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
7.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
7.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
7.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
7.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
7.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
7.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
7.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
7.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
7.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
6.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
6.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
6.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
6.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
6.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
6.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
6.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
6.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
6.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
5.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
5.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
5.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
5.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
5.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
4.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
4.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
4.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
3.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
3.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.3
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.
CCDC93 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
15.1
Number of samples
207
Samples
Sample
Description
TPM
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
23.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
23.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
23.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
23.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
23.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
22.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
21.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
20.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
20.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
20.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
19.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
19.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
19.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
19.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
19.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
19.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
19.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
19.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
19.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
19.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
18.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
18.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
18.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
18.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
18.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
18.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
18.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
18.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
18.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
18.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
18.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
18.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
18.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
18.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
17.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
17.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
17.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
17.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
17.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
17.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
17.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
17.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
17.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
17.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
17.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
17.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
17.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
17.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
17.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
16.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
16.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
16.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
16.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
16.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
16.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
16.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
16.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
16.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
16.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
16.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
16.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
16.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
16.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
16.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
16.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
16.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
16.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
16.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
16.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
16.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
16.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
16.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
16.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
15.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
15.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
15.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
15.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
15.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
15.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
15.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
15.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
15.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
15.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
15.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
15.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
15.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
15.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
15.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
15.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
15.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
15.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
15.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
15.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
15.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
15.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
15.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
14.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
14.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
14.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
14.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
14.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
14.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
14.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
14.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
14.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
14.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
14.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
14.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
14.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
14.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
14.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
14.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
14.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
14.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
14.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
14.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
14.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
14.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
14.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
14.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
14.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
14.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
14.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
14.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
14.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
14.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
14.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
14.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
14.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
14.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
14.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
14.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
14.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
13.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
13.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
13.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
13.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
13.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
13.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
13.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
13.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
13.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
13.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
13.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
13.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
13.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
13.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
13.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
13.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
13.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
13.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
13.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
13.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
13.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
13.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
13.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
13.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
13.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
13.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
13.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
13.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
12.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
12.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
12.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
12.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
12.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
12.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
12.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
12.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
12.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
12.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
12.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
12.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
12.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
12.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
12.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
12.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
12.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
11.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
11.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
11.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
11.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
11.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
11.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
11.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
11.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
10.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
10.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
10.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
10.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
9.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
9.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
8.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.7
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.4
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.3
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.3
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.3
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.3
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.3
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.3
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.3
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.3
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
0.1
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Tumor
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
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Normal
0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.1
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Normal
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.1
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Tumor
0.1
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Tumor
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.1
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.1
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Tumor
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
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Tumor
0.0
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.0
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Normal
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
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Normal
0.0
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Tumor
0.0
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
b2400046-1d25-429d-a821-6040a6
Tumor
0.0
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Tumor
-0.1
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Normal
-0.1
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Normal
-0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.1
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Tumor
-0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.3
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.3
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.3
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.3
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Tumor
-0.3
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.4
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.4
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.9
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
