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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.
C11orf80 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
9.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
26.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
25.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
22.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
22.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
21.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
20.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
19.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
18.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
17.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
17.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
17.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
17.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
16.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
16.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
16.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
16.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
15.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
15.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
15.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
15.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
15.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
14.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
14.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
14.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
14.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
14.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
14.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
14.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
14.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
14.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
13.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
13.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
13.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
13.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
13.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
13.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
13.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
13.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
13.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
13.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
13.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
12.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
12.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
12.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
12.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
12.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
12.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
12.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
12.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
12.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
12.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
12.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
12.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
12.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
12.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
12.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
11.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
11.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
11.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
11.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
11.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
11.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
11.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
11.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
11.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
11.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
11.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
11.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
11.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
11.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
11.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
11.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
11.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
11.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
11.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
11.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
11.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
11.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
11.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
10.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
10.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
10.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
10.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
10.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
10.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
10.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
10.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
10.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
10.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
10.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
10.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
10.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
10.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
10.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
10.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
10.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
10.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
10.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
10.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
9.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
9.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
9.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
9.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
9.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
9.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
9.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
9.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
9.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
9.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
9.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
9.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
9.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
9.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
9.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
9.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
9.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
9.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
9.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
9.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
9.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
9.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
9.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
9.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
8.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
8.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
8.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
8.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
8.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
8.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
8.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
8.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
8.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
8.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
8.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
8.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
8.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
8.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
8.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
8.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
8.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
8.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
8.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
8.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
8.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
8.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
8.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
8.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
8.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
8.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
8.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
8.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
8.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
8.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
8.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
8.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
7.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
7.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
7.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
7.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
7.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
7.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
7.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
7.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
7.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
7.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
7.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
7.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
7.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
7.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
7.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
7.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
7.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
7.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
7.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
7.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
7.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
7.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
7.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
7.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
7.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
7.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
6.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
6.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
6.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
6.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
6.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
6.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
6.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
6.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
6.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
6.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
6.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
6.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
6.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
6.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
6.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
6.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
6.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
6.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
6.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
6.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
6.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
6.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
5.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
5.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
5.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
5.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
5.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
5.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
5.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
5.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
5.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
5.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
5.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
5.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
5.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
5.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
5.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
5.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
5.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
5.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
5.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
5.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
4.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
4.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
4.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
4.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
4.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
4.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
4.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
4.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
4.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
3.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
3.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
3.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
2.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 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.
C11orf80 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
14.4
Number of samples
486
Samples
Sample
Description
TPM
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
35.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
33.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
31.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
30.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
29.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
29.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
28.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
27.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
26.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
25.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
25.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
25.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
25.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
24.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
24.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
24.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
24.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
24.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
24.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
24.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
24.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
24.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
24.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
23.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
22.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
22.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
22.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
22.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
22.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
22.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
22.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
21.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
21.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
21.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
21.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
21.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
21.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
21.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
20.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
20.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
20.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
20.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
20.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
20.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
20.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
20.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
20.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
20.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
20.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
20.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
19.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
19.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
19.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
19.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
19.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
19.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
19.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
19.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
19.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
19.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
19.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
19.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
19.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
19.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
19.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
19.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
18.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
18.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
18.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
18.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
18.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
18.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
18.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
18.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
18.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
18.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
18.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
18.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
18.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
18.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
18.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
18.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
18.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
18.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
18.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
18.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
18.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
18.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
18.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
18.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
17.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
17.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
17.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
17.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
17.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
17.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
17.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
17.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
17.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
17.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
17.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
17.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
17.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
17.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
17.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
17.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
17.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
17.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
17.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
17.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
17.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
17.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
17.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
17.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
17.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
17.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
17.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
17.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
16.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
16.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
16.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
16.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
16.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
16.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
16.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
16.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
16.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
16.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
16.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
16.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
16.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
16.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
16.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
16.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
16.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
16.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
16.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
16.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
16.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
16.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
16.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
16.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
16.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
16.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
16.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
16.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
16.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
16.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
16.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
16.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
16.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
15.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
15.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
15.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
15.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
15.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
15.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
15.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
15.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
15.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
15.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
15.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
15.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
15.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
15.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
15.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
15.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
15.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
15.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
15.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
15.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
15.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
15.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
15.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
15.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
15.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
15.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
15.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
15.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
15.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
15.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
15.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
15.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
15.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
15.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
15.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
15.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
15.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
15.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
15.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
15.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
15.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
15.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
15.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
14.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
14.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
14.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
14.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
14.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
14.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
14.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
14.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
14.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
14.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
14.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
14.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
14.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
14.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
14.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
14.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
14.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
14.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
14.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
14.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
14.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
14.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
14.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
14.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
14.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
14.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
14.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
14.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
14.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
14.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
14.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
14.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
14.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
14.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
14.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
14.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
14.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
14.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
13.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
13.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
13.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
13.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
13.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
13.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
13.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
13.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
13.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
13.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
13.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
13.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
13.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
13.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
13.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
13.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
13.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
13.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
13.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
13.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
13.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
13.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
13.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
13.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
13.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
13.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
13.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
13.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
13.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
13.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
13.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
13.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
13.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
13.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
13.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
13.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
13.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
13.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
13.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
13.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
13.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
13.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
13.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
13.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
13.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
13.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
13.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
13.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
13.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
13.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
13.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
13.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
13.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
13.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
13.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
12.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
12.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
12.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
12.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
12.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
12.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
12.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
12.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
12.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
12.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
12.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
12.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
12.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
12.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
12.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
12.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
12.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
12.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
12.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
12.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
12.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
12.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
12.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
12.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
12.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
12.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
12.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
12.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
12.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
12.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
12.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
12.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
12.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
12.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
12.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
12.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
12.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
12.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
12.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
12.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
12.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
12.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
12.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
12.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
12.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
12.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
12.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
12.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
11.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
11.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
11.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
11.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
11.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
11.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
11.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
11.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
11.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
11.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
11.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
11.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
11.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
11.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
11.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
11.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
11.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
11.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
11.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
11.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
11.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
11.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
11.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
11.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
11.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
11.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
11.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
11.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
11.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
11.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
11.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
11.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
11.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
11.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
11.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
11.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
11.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
11.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
11.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
11.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
11.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
11.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
10.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
10.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
10.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
10.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
10.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
10.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
10.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
10.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
10.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
10.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
10.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
10.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
10.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
10.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
10.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
10.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
10.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
10.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
10.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
10.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
10.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
10.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
10.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
10.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
10.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
10.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
10.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
10.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
9.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
9.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
9.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
9.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
9.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
9.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
9.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
9.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
9.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
9.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
9.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
9.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
9.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
9.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
9.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
9.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
9.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
9.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
9.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
9.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
9.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
9.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
9.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
9.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
9.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
9.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
9.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
9.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
9.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
9.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
9.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
8.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
8.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
8.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
8.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
8.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
8.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
8.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
8.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
8.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
8.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
8.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
8.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
8.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
7.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
7.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
7.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
7.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
7.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
7.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
7.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
7.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
7.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
7.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
7.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
6.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
6.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
6.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
6.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
6.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
5.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
5.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
5.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
4.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
4.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
4.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
4.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
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.
C11orf80 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
8.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
17.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
16.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
14.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
14.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
14.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
13.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
13.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
12.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
12.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
12.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
12.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
11.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
11.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
11.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
11.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
11.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
11.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
11.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
11.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
11.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
11.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
11.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
10.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
10.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
10.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
10.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
10.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
10.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
10.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
10.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
10.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
10.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
9.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
9.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
9.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
9.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
9.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
9.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
9.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
8.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
8.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
8.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
8.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
8.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
8.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
8.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
8.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
8.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
8.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
8.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
8.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
7.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
7.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
7.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
7.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
7.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
7.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
7.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
7.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
7.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
7.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
7.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
6.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
6.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
6.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
6.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
6.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
6.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
6.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
5.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
5.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
5.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
5.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
5.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
5.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
5.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
4.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
4.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
4.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
3.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 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.
C11orf80 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
14.6
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
32.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
25.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
25.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
24.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
23.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
23.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
23.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
22.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
22.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
22.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
22.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
22.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
21.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
21.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
20.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
20.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
20.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
20.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
20.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
20.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
19.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
19.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
19.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
19.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
19.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
19.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
19.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
19.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
19.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
18.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
18.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
18.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
18.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
18.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
18.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
18.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
18.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
18.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
17.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
17.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
17.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
17.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
17.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
17.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
17.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
17.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
17.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
17.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
17.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
17.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
17.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
17.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
17.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
17.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
17.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
16.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
16.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
16.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
16.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
16.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
16.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
16.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
16.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
16.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
16.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
16.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
16.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
15.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
15.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
15.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
15.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
15.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
15.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
15.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
15.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
15.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
15.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
15.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
15.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
15.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
15.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
15.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
15.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
15.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
15.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
15.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
15.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
15.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
14.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
14.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
14.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
14.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
14.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
14.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
14.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
14.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
14.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
14.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
14.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
14.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
14.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
14.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
14.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
14.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
14.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
14.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
14.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
14.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
13.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
13.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
13.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
13.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
13.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
13.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
13.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
13.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
13.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
13.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
13.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
13.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
13.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
13.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
13.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
13.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
13.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
13.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
13.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
13.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
13.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
13.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
12.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
12.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
12.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
12.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
12.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
12.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
12.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
12.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
12.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
12.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
12.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
12.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
12.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
12.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
12.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
12.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
12.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
12.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
11.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
11.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
11.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
11.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
11.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
11.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
11.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
11.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
11.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
11.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
11.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
11.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
11.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
11.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
11.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
10.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
10.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
10.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
10.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
10.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
10.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
10.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
10.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
10.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
10.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
10.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
10.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
10.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
10.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
10.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
10.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
10.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
10.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
9.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
9.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
9.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
9.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
9.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
9.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
9.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
8.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
8.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
8.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
8.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
7.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
7.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
7.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
7.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
6.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
6.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
6.2
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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
