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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.
RNF139 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
12.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
33.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
27.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
27.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
27.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
26.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
24.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
24.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
23.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
23.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
22.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
22.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
22.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
22.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
21.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
21.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
21.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
21.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
20.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
20.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
19.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
19.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
19.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
18.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
18.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
18.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
18.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
18.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
18.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
17.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
17.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
17.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
17.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
17.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
17.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
17.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
17.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
16.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
16.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
16.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
16.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
16.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
16.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
16.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
16.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
16.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
16.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
16.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
16.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
15.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
15.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
15.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
15.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
15.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
15.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
15.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
15.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
15.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
15.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
15.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
15.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
15.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
15.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
14.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
14.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
14.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
14.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
14.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
14.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
14.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
14.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
14.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
14.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
14.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
14.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
14.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
14.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
14.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
14.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
14.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
14.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
13.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
13.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
13.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
13.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
13.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
13.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
13.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
13.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
13.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
12.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
12.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
12.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
12.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
12.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
12.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
12.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
12.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
12.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
12.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
12.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
12.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
12.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
12.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
12.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
12.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
12.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
12.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
12.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
12.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
12.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
12.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
12.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
12.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
11.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
11.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
11.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
11.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
11.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
11.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
11.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
11.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
11.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
11.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
11.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
11.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
11.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
11.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
11.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
11.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
11.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
11.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
11.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
11.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
11.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
11.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
11.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
11.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
11.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
11.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
11.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
11.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
11.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
10.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
10.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
10.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
10.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
10.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
10.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
10.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
10.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
10.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
10.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
10.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
10.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
10.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
10.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
10.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
10.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
10.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
10.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
10.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
10.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
10.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
10.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
10.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
10.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
10.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
10.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
10.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
9.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
9.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
9.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
9.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
9.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
9.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
9.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
9.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
9.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
9.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
9.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
9.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
9.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
9.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
9.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
9.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
9.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
9.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
9.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
9.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
9.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
9.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
9.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
9.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
9.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
9.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
9.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
9.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
9.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
9.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
9.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
9.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
9.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
8.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
8.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
8.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
8.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
8.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
8.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
8.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
8.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
8.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
8.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
8.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
8.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
8.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
8.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
8.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
8.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
8.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
8.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
8.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
7.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
7.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
7.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
7.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
7.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
7.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
7.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
7.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
7.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
7.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
7.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
7.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
7.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
7.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
7.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
7.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
6.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
6.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
6.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
6.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
6.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
6.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
5.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
5.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
5.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 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.
RNF139 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
14.3
Number of samples
486
Samples
Sample
Description
TPM
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
38.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
33.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
32.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
32.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
31.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
31.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
29.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
27.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
27.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
27.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
27.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
27.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
26.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
24.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
24.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
24.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
23.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
23.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
23.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
22.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
22.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
22.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
22.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
22.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
22.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
22.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
22.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
22.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
21.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
21.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
21.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
21.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
21.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
21.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
20.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
20.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
20.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
20.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
20.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
20.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
20.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
20.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
20.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
20.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
20.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
20.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
20.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
20.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
20.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
19.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
19.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
19.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
19.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
19.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
19.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
19.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
19.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
19.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
19.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
19.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
19.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
19.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
19.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
19.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
19.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
18.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
18.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
18.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
18.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
18.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
18.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
18.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
18.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
18.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
18.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
18.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
18.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
18.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
18.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
17.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
17.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
17.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
17.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
17.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
17.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
17.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
17.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
17.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
17.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
17.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
17.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
17.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
17.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
17.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
17.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
17.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
17.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
17.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
17.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
17.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
17.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
17.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
17.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
17.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
16.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
16.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
16.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
16.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
16.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
16.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
16.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
16.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
16.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
16.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
16.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
16.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
16.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
16.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
16.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
16.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
16.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
16.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
16.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
16.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
16.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
16.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
16.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
15.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
15.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
15.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
15.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
15.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
15.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
15.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
15.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
15.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
15.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
15.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
15.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
15.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
15.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
15.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
15.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
15.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
15.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
15.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
15.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
15.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
15.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
15.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
15.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
15.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
15.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
15.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
15.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
15.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
15.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
15.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
15.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
15.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
15.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
15.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
15.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
15.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
15.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
15.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
15.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
15.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
15.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
15.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
15.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
14.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
14.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
14.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
14.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
14.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
14.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
14.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
14.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
14.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
14.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
14.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
14.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
14.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
14.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
14.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
14.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
14.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
14.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
14.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
14.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
14.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
14.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
14.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
14.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
14.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
14.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
14.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
14.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
14.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
14.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
14.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
14.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
14.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
14.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
14.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
14.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
14.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
14.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
14.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
14.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
14.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
14.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
14.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
14.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
14.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
14.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
14.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
14.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
14.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
14.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
14.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
14.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
14.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
14.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
13.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
13.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
13.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
13.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
13.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
13.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
13.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
13.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
13.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
13.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
13.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
13.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
13.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
13.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
13.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
13.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
13.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
13.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
13.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
13.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
13.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
13.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
13.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
13.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
13.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
13.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
13.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
13.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
13.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
13.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
13.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
13.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
13.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
13.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
13.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
13.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
13.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
13.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
13.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
13.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
13.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
13.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
13.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
13.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
13.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
13.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
13.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
13.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
13.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
13.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
13.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
13.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
13.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
13.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
13.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
12.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
12.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
12.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
12.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
12.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
12.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
12.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
12.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
12.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
12.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
12.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
12.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
12.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
12.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
12.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
12.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
12.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
12.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
12.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
12.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
12.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
12.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
12.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
12.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
12.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
12.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
12.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
12.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
12.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
12.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
12.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
12.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
12.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
12.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
12.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
12.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
12.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
12.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
12.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
12.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
12.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
12.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
12.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
12.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
12.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
12.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
12.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
12.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
12.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
12.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
11.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
11.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
11.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
11.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
11.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
11.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
11.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
11.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
11.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
11.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
11.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
11.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
11.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
11.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
11.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
11.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
11.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
11.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
11.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
11.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
11.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
11.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
11.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
11.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
11.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
11.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
11.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
11.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
11.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
11.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
11.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
11.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
11.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
11.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
11.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
11.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
11.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
11.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
11.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
11.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
11.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
11.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
11.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
11.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
11.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
11.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
11.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
10.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
10.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
10.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
10.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
10.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
10.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
10.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
10.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
10.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
10.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
10.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
10.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
10.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
10.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
10.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
10.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
10.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
10.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
10.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
10.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
10.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
10.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
10.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
10.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
10.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
10.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
10.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
10.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
10.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
10.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
10.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
10.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
10.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
10.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
10.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
10.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
10.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
10.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
10.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
9.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
9.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
9.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
9.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
9.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
9.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
9.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
9.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
9.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
9.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
9.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
9.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
9.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
9.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
9.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
9.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
9.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
9.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
9.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
9.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
9.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
9.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
9.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
9.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
9.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
9.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
9.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
8.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
8.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
8.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
8.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
8.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
8.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
8.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
8.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
8.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
8.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
8.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
8.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
8.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
7.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
7.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
7.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
7.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
7.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
7.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
6.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
6.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
5.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
5.5
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RNF139 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
13.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
42.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
25.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
25.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
24.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
22.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
20.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
19.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
19.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
19.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
18.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
18.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
18.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
18.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
18.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
17.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
17.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
17.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
17.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
17.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
17.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
17.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
16.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
15.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
15.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
15.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
15.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
14.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
14.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
14.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
14.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
13.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
13.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
13.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
13.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
13.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
13.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
13.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
12.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
12.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
12.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
12.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
12.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
12.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
12.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
12.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
12.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
12.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
12.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
12.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
11.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
11.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
11.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
11.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
11.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
11.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
11.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
11.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
11.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
10.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
10.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
10.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
10.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
10.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
10.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
10.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
10.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
10.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
9.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
9.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
9.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
9.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
9.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
8.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
8.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
8.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
8.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
8.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
8.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
8.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
7.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
7.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
7.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
7.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
6.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
6.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RNF139 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
13.8
Number of samples
207
Samples
Sample
Description
TPM
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
27.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
25.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
25.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
24.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
23.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
23.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
22.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
22.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
22.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
22.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
21.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
21.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
20.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
20.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
20.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
20.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
20.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
19.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
19.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
19.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
19.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
19.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
19.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
18.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
18.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
18.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
18.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
17.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
17.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
17.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
17.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
17.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
17.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
17.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
17.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
16.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
16.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
16.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
16.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
16.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
16.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
16.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
16.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
16.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
16.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
16.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
16.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
16.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
16.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
16.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
15.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
15.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
15.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
15.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
15.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
15.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
15.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
15.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
14.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
14.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
14.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
14.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
14.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
14.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
14.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
14.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
14.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
14.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
14.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
14.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
14.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
14.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
14.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
14.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
14.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
14.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
14.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
14.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
14.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
13.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
13.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
13.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
13.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
13.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
13.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
13.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
13.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
13.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
13.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
13.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
13.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
13.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
13.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
13.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
13.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
13.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
13.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
13.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
13.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
13.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
13.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
13.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
12.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
12.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
12.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
12.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
12.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
12.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
12.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
12.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
12.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
12.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
12.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
12.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
12.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
12.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
12.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
12.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
12.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
12.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
12.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
12.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
12.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
12.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
12.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
11.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
11.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
11.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
11.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
11.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
11.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
11.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
11.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
11.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
11.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
11.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
11.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
11.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
11.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
11.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
11.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
11.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
11.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
11.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
11.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
11.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
11.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
11.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
11.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
11.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
11.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
11.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
11.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
10.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
10.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
10.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
10.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
10.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
10.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
10.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
10.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
10.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
10.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
10.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
10.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
10.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
10.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
10.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
10.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
10.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
10.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
10.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
10.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
10.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
10.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
9.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
9.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
9.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
9.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
9.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
9.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
9.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
9.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
9.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
9.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
9.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
9.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
9.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
8.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
8.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
8.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
8.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
8.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
8.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
8.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
6.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
