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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.
RNF166 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
8.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
27.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
20.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
19.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
18.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
16.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
16.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
16.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
15.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
15.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
15.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
14.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
14.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
14.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
14.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
14.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
14.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
14.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
13.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
13.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
13.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
13.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
13.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
13.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
13.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
13.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
12.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
12.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
12.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
12.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
12.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
12.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
12.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
12.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
12.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
12.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
11.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
11.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
11.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
11.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
11.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
11.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
11.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
11.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
11.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
11.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
11.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
11.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
11.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
11.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
11.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
11.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
11.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
11.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
11.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
11.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
10.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
10.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
10.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
10.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
10.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
10.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
10.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
10.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
10.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
10.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
10.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
10.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
10.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
10.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
10.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
10.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
10.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
10.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
10.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
10.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
10.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
10.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
10.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
10.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
10.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
10.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
10.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
10.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
10.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
9.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
9.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
9.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
9.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
9.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
9.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
9.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
9.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
9.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
9.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
9.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
9.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
9.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
9.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
9.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
9.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
9.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
9.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
9.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
9.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
9.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
9.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
9.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
9.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
9.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
8.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
8.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
8.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
8.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
8.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
8.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
8.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
8.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
8.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
8.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
8.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
8.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
8.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
8.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
8.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
8.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
8.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
8.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
8.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
8.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
8.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
8.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
8.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
8.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
8.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
8.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
8.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
8.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
8.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
8.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
8.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
8.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
8.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
8.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
7.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
7.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
7.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
7.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
7.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
7.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
7.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
7.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
7.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
7.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
7.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
7.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
7.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
7.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
7.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
7.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
7.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
7.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
7.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
7.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
7.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
7.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
7.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
7.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
7.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
7.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
7.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
7.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
6.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
6.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
6.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
6.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
6.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
6.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
6.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
6.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
6.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
6.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
6.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
6.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
6.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
6.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
6.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
6.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
6.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
6.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
6.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
6.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
6.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
6.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
6.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
6.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
6.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
6.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
6.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
6.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
6.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
6.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
6.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
6.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
6.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
6.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
6.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
5.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
5.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
5.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
5.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
5.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
5.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
5.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
5.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
5.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
5.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
5.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
5.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
5.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
5.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
5.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
5.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
5.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
4.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
4.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
4.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
4.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
4.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
4.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
4.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
4.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
4.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
4.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
4.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
3.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
3.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 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.
RNF166 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
14.6
Number of samples
486
Samples
Sample
Description
TPM
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
36.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
32.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
29.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
29.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
29.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
29.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
29.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
28.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
28.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
26.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
26.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
26.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
24.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
24.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
24.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
23.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
23.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
23.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
23.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
22.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
22.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
22.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
22.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
22.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
22.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
22.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
22.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
22.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
22.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
22.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
22.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
22.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
22.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
21.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
21.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
21.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
21.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
21.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
21.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
21.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
21.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
21.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
20.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
20.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
20.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
20.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
20.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
20.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
20.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
20.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
20.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
20.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
19.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
19.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
19.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
19.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
19.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
19.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
19.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
19.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
19.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
19.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
19.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
19.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
19.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
19.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
19.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
19.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
19.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
18.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
18.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
18.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
18.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
18.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
18.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
18.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
18.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
18.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
18.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
18.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
18.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
18.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
18.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
18.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
18.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
18.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
18.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
18.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
18.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
18.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
18.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
18.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
18.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
18.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
17.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
17.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
17.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
17.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
17.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
17.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
17.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
17.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
17.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
17.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
17.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
17.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
17.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
17.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
17.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
17.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
17.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
17.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
17.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
17.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
17.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
17.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
17.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
17.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
17.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
17.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
17.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
17.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
17.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
16.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
16.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
16.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
16.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
16.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
16.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
16.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
16.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
16.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
16.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
16.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
16.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
16.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
16.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
16.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
16.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
16.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
16.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
16.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
16.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
16.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
16.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
16.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
16.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
16.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
16.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
16.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
16.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
16.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
16.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
16.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
16.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
16.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
16.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
16.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
16.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
15.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
15.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
15.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
15.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
15.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
15.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
15.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
15.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
15.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
15.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
15.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
15.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
15.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
15.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
15.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
15.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
15.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
15.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
15.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
15.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
15.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
15.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
15.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
15.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
15.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
15.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
15.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
15.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
15.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
15.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
15.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
15.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
15.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
15.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
15.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
15.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
15.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
15.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
15.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
15.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
15.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
14.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
14.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
14.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
14.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
14.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
14.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
14.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
14.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
14.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
14.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
14.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
14.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
14.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
14.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
14.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
14.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
14.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
14.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
14.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
14.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
14.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
14.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
14.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
14.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
14.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
14.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
14.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
14.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
14.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
14.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
14.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
14.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
14.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
14.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
14.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
14.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
14.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
14.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
14.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
14.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
13.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
13.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
13.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
13.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
13.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
13.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
13.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
13.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
13.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
13.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
13.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
13.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
13.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
13.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
13.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
13.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
13.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
13.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
13.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
13.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
13.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
13.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
13.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
13.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
13.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
13.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
13.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
13.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
13.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
13.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
13.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
13.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
13.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
13.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
13.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
13.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
13.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
13.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
13.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
13.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
13.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
13.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
13.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
13.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
13.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
13.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
13.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
13.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
12.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
12.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
12.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
12.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
12.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
12.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
12.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
12.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
12.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
12.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
12.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
12.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
12.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
12.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
12.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
12.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
12.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
12.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
12.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
12.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
12.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
12.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
12.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
12.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
12.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
12.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
12.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
12.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
12.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
12.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
12.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
12.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
12.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
12.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
12.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
12.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
12.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
12.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
12.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
12.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
12.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
12.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
12.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
12.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
12.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
12.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
11.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
11.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
11.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
11.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
11.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
11.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
11.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
11.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
11.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
11.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
11.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
11.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
11.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
11.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
11.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
11.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
11.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
11.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
11.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
11.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
11.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
11.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
11.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
11.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
11.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
11.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
11.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
11.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
11.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
11.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
11.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
11.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
11.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
11.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
11.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
11.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
11.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
11.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
11.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
11.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
11.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
11.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
11.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
11.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
11.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
11.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
10.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
10.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
10.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
10.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
10.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
10.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
10.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
10.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
10.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
10.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
10.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
10.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
10.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
10.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
10.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
10.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
10.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
10.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
10.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
10.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
10.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
10.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
10.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
10.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
10.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
10.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
10.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
10.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
9.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
9.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
9.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
9.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
9.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
9.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
9.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
9.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
9.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
9.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
9.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
9.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
9.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
9.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
9.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
9.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
9.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
9.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
9.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
9.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
9.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
9.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
9.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
9.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
9.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
8.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
8.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
8.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
8.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
8.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
8.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
8.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
8.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
8.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
8.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
8.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
8.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
8.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
8.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
8.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
8.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
8.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
7.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
7.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
7.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
7.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
7.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
7.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
7.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
7.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
7.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
6.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
6.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
6.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
6.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
6.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
6.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
6.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
5.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
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.
RNF166 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
8.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
29.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
14.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
13.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
13.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
13.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
13.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
13.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
12.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
12.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
11.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
11.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
11.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
10.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
10.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
10.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
10.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
10.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
10.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
10.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
10.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
10.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
10.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
10.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
9.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
9.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
9.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
9.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
8.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
8.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
8.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
8.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
8.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
8.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
8.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
8.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
8.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
8.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
8.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
8.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
8.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
8.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
7.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
7.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
7.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
7.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
7.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
7.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
7.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
7.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
7.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
6.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
6.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
6.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
6.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
6.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
6.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
6.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
6.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
6.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
6.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
6.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
6.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
5.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
5.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
5.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
5.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
5.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
5.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
5.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
5.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
5.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
5.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
5.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
5.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
4.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
4.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
4.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
4.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
4.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
4.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 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.
RNF166 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
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
34.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
29.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
28.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
26.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
25.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
25.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
25.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
25.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
24.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
24.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
24.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
23.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
23.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
23.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
23.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
22.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
22.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
22.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
21.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
21.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
21.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
20.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
20.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
20.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
20.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
20.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
20.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
20.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
19.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
19.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
19.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
19.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
19.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
18.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
18.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
18.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
18.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
18.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
18.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
18.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
18.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
18.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
18.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
17.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
17.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
17.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
17.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
17.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
17.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
17.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
17.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
17.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
17.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
17.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
17.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
17.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
17.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
17.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
16.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
16.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
16.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
16.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
16.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
16.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
16.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
16.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
16.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
16.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
16.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
16.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
15.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
15.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
15.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
15.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
15.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
15.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
15.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
15.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
15.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
15.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
15.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
14.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
14.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
14.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
14.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
14.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
14.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
14.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
14.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
14.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
14.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
14.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
14.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
14.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
14.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
14.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
13.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
13.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
13.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
13.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
13.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
13.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
13.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
13.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
13.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
13.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
13.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
13.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
13.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
13.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
13.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
13.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
13.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
13.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
13.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
13.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
12.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
12.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
12.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
12.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
12.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
12.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
12.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
12.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
12.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
12.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
12.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
12.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
12.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
12.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
12.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
12.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
12.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
12.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
12.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
12.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
12.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
12.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
12.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
12.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
11.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
11.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
11.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
11.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
11.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
11.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
11.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
11.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
11.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
11.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
11.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
11.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
11.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
10.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
10.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
10.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
10.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
10.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
10.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
10.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
10.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
10.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
9.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
9.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
9.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
9.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
9.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
9.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
9.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
9.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
9.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
9.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
9.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
9.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
9.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
9.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
9.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
9.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
9.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
8.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
8.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
8.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
8.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
8.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
8.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
8.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
7.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
7.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
6.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
6.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
6.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
5.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.6
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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.
The Human Protein Atlas project is funded
