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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.
C18orf25 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
5.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
20.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
19.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
15.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
14.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
13.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
12.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
11.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
11.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
10.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
10.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
10.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
10.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
10.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
10.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
10.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
10.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
10.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
9.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
9.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
9.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
9.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
9.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
9.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
9.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
9.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
9.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
9.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
9.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
8.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
8.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
8.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
8.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
7.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
7.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
7.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
7.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
7.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
7.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
7.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
7.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
7.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
7.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
7.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
7.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
7.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
7.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
7.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
7.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
7.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
7.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
7.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
6.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
6.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
6.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
6.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
6.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
6.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
6.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
6.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
6.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
6.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
6.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
6.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
6.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
6.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
6.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
6.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
6.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
6.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
6.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
6.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
6.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
6.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
6.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
6.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
6.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
6.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
5.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
5.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
5.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
5.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
5.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
5.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
5.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
5.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
5.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
5.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
5.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
5.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
5.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
5.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
5.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
5.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
5.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
5.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
5.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
5.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
5.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
5.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
5.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
5.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
5.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
5.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
5.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
5.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
5.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
5.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
5.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
5.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
4.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
4.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
4.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
4.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
4.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
4.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
4.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
4.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
4.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
4.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
4.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
4.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
4.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
4.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
4.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
4.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
4.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
4.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
4.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
4.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
4.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
4.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
4.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
4.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
4.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
4.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
4.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
4.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
4.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
4.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
4.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
4.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
4.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
4.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
4.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
4.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
4.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
4.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
4.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
4.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
4.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
4.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
4.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
4.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
4.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
4.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
4.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
4.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
4.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
4.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
4.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
4.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
4.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
4.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
4.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
4.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
3.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
3.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
3.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
3.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
3.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
3.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
3.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
3.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
3.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
3.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
3.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
3.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
3.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
3.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
3.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
3.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
3.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
3.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
3.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
3.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
3.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
3.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
3.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
3.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
3.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
3.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
3.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
3.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
3.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
3.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
3.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
3.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
3.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
3.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
3.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
3.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
3.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
3.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
3.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
3.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
3.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
3.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
3.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
3.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
3.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
3.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
3.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
3.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
3.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
3.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
3.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
3.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
2.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
2.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
2.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
2.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
2.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
2.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
2.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
2.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
2.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
2.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
2.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
2.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
2.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 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.
C18orf25 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
12.5
Number of samples
486
Samples
Sample
Description
TPM
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
35.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
33.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
29.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
28.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
27.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
23.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
22.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
22.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
22.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
21.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
21.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
21.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
20.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
20.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
20.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
20.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
20.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
20.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
20.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
20.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
19.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
19.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
19.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
19.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
19.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
19.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
19.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
18.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
18.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
18.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
18.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
18.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
18.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
18.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
18.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
17.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
17.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
17.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
17.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
17.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
17.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
17.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
17.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
17.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
17.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
17.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
17.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
17.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
17.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
17.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
17.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
17.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
17.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
17.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
17.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
17.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
16.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
16.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
16.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
16.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
16.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
16.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
16.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
16.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
16.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
16.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
16.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
16.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
16.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
16.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
16.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
16.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
16.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
16.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
16.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
16.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
16.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
16.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
16.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
16.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
16.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
16.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
16.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
16.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
16.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
15.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
15.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
15.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
15.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
15.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
15.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
15.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
15.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
15.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
15.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
15.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
15.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
15.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
15.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
15.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
15.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
15.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
15.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
15.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
15.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
15.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
15.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
15.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
15.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
15.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
15.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
15.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
15.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
15.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
15.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
15.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
15.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
14.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
14.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
14.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
14.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
14.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
14.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
14.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
14.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
14.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
14.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
14.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
14.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
14.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
14.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
14.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
14.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
14.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
14.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
14.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
14.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
14.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
14.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
14.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
14.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
14.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
14.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
14.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
14.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
14.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
14.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
14.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
14.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
13.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
13.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
13.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
13.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
13.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
13.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
13.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
13.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
13.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
13.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
13.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
13.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
13.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
13.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
13.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
13.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
13.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
13.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
13.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
13.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
13.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
13.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
13.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
13.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
13.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
13.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
13.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
13.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
13.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
13.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
13.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
13.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
13.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
13.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
13.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
13.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
13.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
13.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
13.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
13.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
12.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
12.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
12.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
12.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
12.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
12.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
12.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
12.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
12.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
12.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
12.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
12.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
12.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
12.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
12.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
12.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
12.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
12.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
12.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
12.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
12.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
12.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
12.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
12.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
12.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
12.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
12.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
12.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
12.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
12.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
12.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
12.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
12.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
12.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
12.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
12.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
12.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
12.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
12.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
12.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
12.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
12.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
12.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
12.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
12.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
12.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
12.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
12.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
12.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
12.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
12.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
12.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
12.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
12.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
12.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
12.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
12.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
11.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
11.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
11.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
11.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
11.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
11.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
11.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
11.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
11.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
11.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
11.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
11.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
11.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
11.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
11.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
11.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
11.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
11.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
11.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
11.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
11.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
11.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
11.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
11.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
11.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
11.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
11.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
11.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
11.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
11.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
11.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
11.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
11.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
11.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
11.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
11.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
11.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
11.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
11.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
10.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
10.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
10.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
10.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
10.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
10.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
10.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
10.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
10.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
10.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
10.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
10.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
10.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
10.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
10.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
10.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
10.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
10.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
10.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
10.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
10.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
10.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
10.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
10.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
10.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
10.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
10.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
10.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
10.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
10.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
10.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
10.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
10.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
10.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
10.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
10.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
10.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
10.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
10.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
10.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
10.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
10.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
10.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
10.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
10.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
10.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
10.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
10.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
10.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
10.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
9.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
9.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
9.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
9.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
9.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
9.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
9.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
9.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
9.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
9.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
9.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
9.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
9.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
9.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
9.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
9.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
9.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
9.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
9.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
9.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
9.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
9.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
9.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
9.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
9.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
9.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
9.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
9.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
9.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
9.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
9.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
9.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
9.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
9.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
9.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
9.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
9.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
9.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
9.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
9.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
9.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
9.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
9.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
9.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
9.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
9.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
9.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
9.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
9.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
8.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
8.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
8.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
8.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
8.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
8.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
8.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
8.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
8.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
8.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
8.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
8.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
8.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
8.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
8.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
8.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
8.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
8.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
8.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
8.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
8.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
8.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
8.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
8.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
8.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
8.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
8.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
8.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
8.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
8.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
8.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
8.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
8.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
8.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
8.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
8.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
8.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
8.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
8.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
8.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
8.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
8.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
8.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
8.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
8.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
7.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
7.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
7.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
7.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
7.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
7.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
7.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
7.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
7.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
7.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
7.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
7.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
7.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
7.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
7.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
7.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
7.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
7.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
7.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
7.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
7.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
7.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
7.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
6.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
6.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
6.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
6.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
6.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
6.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
6.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
6.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
6.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
6.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
6.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
6.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
6.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
5.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
5.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
5.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
5.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
4.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.8
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
C18orf25 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
4.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
15.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
11.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
10.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
9.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
8.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
8.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
8.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
7.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
7.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
6.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
6.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
6.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
6.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
6.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
6.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
6.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
6.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
5.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
5.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
5.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
5.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
5.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
5.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
5.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
5.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
5.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
5.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
5.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
5.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
5.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
5.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
4.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
4.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
4.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
4.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
4.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
4.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
4.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
4.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
4.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
4.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
4.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
4.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
4.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
4.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
4.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
4.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
4.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
4.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
4.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
4.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
4.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
3.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
3.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
3.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
3.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
3.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
3.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
3.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
3.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
3.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
3.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
3.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
3.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
3.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
3.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
2.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
2.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
2.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
2.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
2.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
2.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
2.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
2.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
2.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
2.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
2.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
2.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
1.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.7
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.
C18orf25 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
10.3
Number of samples
207
Samples
Sample
Description
TPM
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
43.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
21.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
19.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
18.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
17.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
16.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
16.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
16.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
16.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
15.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
15.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
15.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
15.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
15.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
15.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
15.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
14.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
14.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
14.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
13.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
13.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
13.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
13.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
13.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
13.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
13.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
13.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
13.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
12.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
12.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
12.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
12.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
12.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
12.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
12.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
12.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
12.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
12.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
12.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
12.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
12.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
12.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
12.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
12.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
12.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
12.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
12.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
11.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
11.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
11.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
11.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
11.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
11.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
11.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
11.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
11.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
11.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
11.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
11.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
11.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
11.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
11.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
11.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
11.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
11.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
11.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
11.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
10.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
10.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
10.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
10.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
10.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
10.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
10.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
10.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
10.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
10.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
10.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
10.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
10.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
10.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
10.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
10.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
10.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
10.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
10.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
10.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
10.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
10.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
10.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
10.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
10.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
10.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
10.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
10.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
10.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
10.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
10.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
10.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
9.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
9.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
9.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
9.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
9.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
9.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
9.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
9.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
9.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
9.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
9.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
9.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
9.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
9.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
9.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
9.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
9.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
9.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
9.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
9.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
9.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
9.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
9.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
9.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
9.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
9.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
9.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
9.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
9.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
9.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
9.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
9.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
9.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
8.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
8.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
8.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
8.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
8.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
8.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
8.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
8.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
8.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
8.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
8.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
8.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
8.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
8.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
8.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
8.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
8.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
8.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
8.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
8.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
8.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
8.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
8.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
8.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
8.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
8.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
8.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
7.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
7.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
7.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
7.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
7.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
7.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
7.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
7.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
7.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
7.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
7.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
7.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
7.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
7.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
7.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
7.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
7.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
7.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
7.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
7.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
7.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
7.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
7.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
6.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
6.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
6.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
6.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
6.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
6.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
6.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
6.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
6.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
6.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
6.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
6.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
6.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
5.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
5.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
5.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
5.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
5.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
5.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
4.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
4.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
