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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.
RNF2 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
10.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
30.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
29.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
25.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
22.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
22.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
21.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
20.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
20.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
20.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
19.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
19.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
19.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
18.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
18.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
17.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
17.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
17.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
17.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
17.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
16.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
16.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
16.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
16.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
16.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
16.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
16.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
16.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
16.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
16.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
15.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
15.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
15.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
15.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
15.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
15.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
15.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
15.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
15.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
15.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
14.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
14.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
14.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
14.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
14.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
14.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
14.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
14.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
14.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
14.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
13.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
13.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
13.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
13.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
13.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
13.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
13.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
13.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
12.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
12.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
12.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
12.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
12.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
12.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
12.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
12.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
12.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
12.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
12.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
11.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
11.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
11.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
11.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
11.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
11.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
11.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
11.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
11.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
11.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
11.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
11.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
11.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
11.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
11.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
11.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
11.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
11.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
11.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
11.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
11.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
11.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
11.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
11.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
11.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
11.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
10.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
10.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
10.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
10.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
10.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
10.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
10.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
10.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
10.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
10.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
10.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
10.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
10.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
10.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
10.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
10.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
10.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
10.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
9.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
9.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
9.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
9.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
9.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
9.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
9.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
9.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
9.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
9.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
9.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
9.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
9.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
9.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
9.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
9.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
9.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
9.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
9.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
9.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
9.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
9.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
9.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
9.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
9.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
9.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
9.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
8.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
8.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
8.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
8.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
8.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
8.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
8.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
8.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
8.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
8.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
8.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
8.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
8.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
8.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
8.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
8.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
8.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
8.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
8.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
8.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
8.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
8.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
8.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
8.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
8.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
8.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
8.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
8.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
8.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
8.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
8.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
8.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
8.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
8.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
8.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
8.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
8.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
8.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
8.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
8.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
8.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
8.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
8.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
8.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
7.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
7.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
7.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
7.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
7.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
7.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
7.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
7.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
7.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
7.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
7.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
7.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
7.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
7.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
7.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
7.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
7.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
7.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
7.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
7.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
6.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
6.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
6.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
6.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
6.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
6.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
6.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
6.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
6.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
6.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
6.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
6.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
6.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
6.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
6.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
6.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
6.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
5.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
5.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
5.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
5.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
5.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
5.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
4.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
4.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
4.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
4.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
4.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
3.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
3.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
2.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 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.
RNF2 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
25.4
Number of samples
486
Samples
Sample
Description
TPM
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
82.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
52.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
51.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
48.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
45.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
45.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
44.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
44.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
42.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
42.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
41.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
41.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
41.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
40.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
40.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
40.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
39.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
39.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
39.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
39.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
39.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
39.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
39.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
39.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
38.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
38.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
38.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
37.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
37.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
37.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
37.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
37.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
36.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
36.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
36.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
35.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
35.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
35.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
35.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
34.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
34.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
34.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
34.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
34.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
34.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
34.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
33.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
33.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
33.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
33.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
33.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
33.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
33.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
33.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
33.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
33.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
33.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
32.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
32.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
32.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
32.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
32.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
32.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
32.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
32.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
32.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
31.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
31.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
31.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
31.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
31.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
31.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
31.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
31.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
31.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
31.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
31.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
31.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
31.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
31.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
31.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
31.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
31.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
31.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
31.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
31.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
31.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
31.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
31.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
31.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
31.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
31.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
31.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
31.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
30.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
30.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
30.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
30.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
30.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
30.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
30.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
30.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
30.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
30.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
30.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
30.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
30.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
30.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
30.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
30.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
30.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
30.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
30.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
30.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
30.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
30.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
30.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
30.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
30.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
30.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
29.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
29.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
29.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
29.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
29.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
29.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
29.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
29.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
29.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
29.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
29.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
29.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
29.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
29.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
29.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
29.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
29.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
28.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
28.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
28.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
28.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
28.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
28.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
28.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
28.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
28.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
28.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
28.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
28.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
28.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
28.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
28.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
28.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
28.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
28.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
28.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
28.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
28.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
28.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
28.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
28.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
28.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
27.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
27.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
27.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
27.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
27.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
27.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
27.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
27.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
27.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
27.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
27.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
27.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
27.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
27.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
27.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
27.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
27.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
27.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
27.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
27.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
27.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
27.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
27.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
27.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
27.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
26.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
26.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
26.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
26.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
26.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
26.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
26.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
26.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
26.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
26.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
26.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
26.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
26.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
26.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
26.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
26.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
26.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
26.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
26.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
26.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
26.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
26.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
26.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
26.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
26.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
25.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
25.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
25.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
25.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
25.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
25.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
25.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
25.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
25.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
25.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
25.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
25.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
25.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
25.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
25.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
25.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
25.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
25.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
25.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
25.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
25.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
25.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
25.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
25.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
25.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
25.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
25.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
25.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
25.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
25.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
25.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
25.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
25.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
25.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
25.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
24.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
24.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
24.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
24.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
24.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
24.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
24.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
24.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
24.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
24.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
24.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
24.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
24.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
24.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
24.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
24.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
24.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
24.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
24.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
24.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
24.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
24.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
24.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
24.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
24.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
24.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
24.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
24.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
23.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
23.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
23.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
23.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
23.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
23.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
23.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
23.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
23.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
23.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
23.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
23.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
23.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
23.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
23.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
23.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
23.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
23.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
23.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
23.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
23.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
23.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
23.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
23.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
23.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
23.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
23.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
22.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
22.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
22.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
22.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
22.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
22.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
22.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
22.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
22.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
22.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
22.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
22.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
22.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
22.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
22.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
22.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
22.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
22.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
22.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
22.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
22.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
21.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
21.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
21.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
21.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
21.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
21.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
21.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
21.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
21.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
21.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
21.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
21.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
21.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
21.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
21.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
21.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
21.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
21.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
21.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
21.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
21.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
21.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
21.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
21.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
21.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
21.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
21.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
21.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
20.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
20.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
20.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
20.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
20.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
20.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
20.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
20.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
20.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
20.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
20.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
20.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
20.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
20.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
20.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
20.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
20.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
20.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
20.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
20.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
20.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
20.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
20.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
20.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
20.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
20.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
20.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
20.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
20.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
19.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
19.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
19.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
19.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
19.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
19.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
19.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
19.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
19.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
19.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
19.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
19.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
19.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
19.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
19.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
19.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
19.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
19.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
19.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
19.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
19.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
19.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
18.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
18.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
18.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
18.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
18.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
18.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
18.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
18.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
18.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
18.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
18.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
18.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
18.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
18.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
18.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
18.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
18.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
18.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
18.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
18.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
18.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
17.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
17.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
17.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
17.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
17.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
17.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
17.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
17.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
17.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
17.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
17.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
17.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
17.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
17.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
17.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
17.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
17.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
17.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
16.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
16.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
16.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
16.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
16.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
16.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
16.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
16.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
16.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
16.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
16.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
15.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
15.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
15.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
15.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
15.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
15.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
15.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
14.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
14.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
14.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
14.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
14.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
14.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
14.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
14.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
13.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
13.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
13.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
13.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
12.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
12.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
12.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
11.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
11.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
11.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
9.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
8.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
6.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
3.1
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.
RNF2 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
11.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
27.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
23.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
22.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
20.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
19.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
17.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
16.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
16.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
16.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
16.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
16.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
16.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
15.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
14.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
14.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
14.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
14.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
14.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
14.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
14.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
13.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
13.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
13.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
13.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
13.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
12.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
12.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
12.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
12.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
12.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
12.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
12.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
12.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
12.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
11.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
11.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
11.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
11.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
11.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
11.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
11.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
10.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
10.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
10.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
10.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
10.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
10.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
9.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
9.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
9.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
9.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
9.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
8.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
8.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
8.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
8.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
8.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
8.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
8.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
8.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
8.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
8.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
8.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
7.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
7.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
7.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
7.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
7.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
7.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
7.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
7.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
7.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
7.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
7.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
7.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
6.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
6.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
6.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
6.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
6.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
5.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
3.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.0
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.
RNF2 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
23.4
Number of samples
207
Samples
Sample
Description
TPM
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
63.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
44.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
41.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
40.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
38.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
36.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
35.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
35.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
34.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
34.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
34.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
33.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
33.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
32.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
32.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
31.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
31.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
30.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
30.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
30.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
30.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
29.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
29.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
29.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
29.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
29.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
29.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
29.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
29.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
28.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
28.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
28.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
28.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
28.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
28.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
28.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
28.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
28.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
28.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
27.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
27.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
27.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
27.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
27.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
27.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
27.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
26.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
26.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
26.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
26.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
26.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
26.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
26.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
26.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
26.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
26.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
26.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
26.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
26.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
26.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
25.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
25.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
25.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
25.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
25.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
25.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
25.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
25.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
25.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
25.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
25.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
25.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
25.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
25.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
25.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
24.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
24.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
24.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
24.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
24.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
24.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
24.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
24.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
24.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
24.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
24.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
24.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
23.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
23.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
23.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
23.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
23.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
23.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
23.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
23.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
23.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
23.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
23.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
23.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
23.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
23.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
22.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
22.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
22.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
22.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
22.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
22.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
22.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
22.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
22.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
22.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
22.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
21.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
21.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
21.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
21.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
21.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
21.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
21.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
21.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
21.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
21.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
21.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
21.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
21.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
21.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
21.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
21.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
20.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
20.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
20.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
20.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
20.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
20.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
20.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
20.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
20.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
20.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
20.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
20.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
20.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
20.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
20.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
20.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
20.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
20.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
20.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
20.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
19.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
19.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
19.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
19.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
19.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
19.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
19.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
19.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
19.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
19.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
19.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
19.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
19.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
19.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
19.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
18.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
18.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
18.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
18.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
18.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
18.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
18.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
18.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
18.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
18.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
18.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
18.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
18.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
17.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
17.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
17.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
17.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
17.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
17.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
17.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
17.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
16.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
16.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
16.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
16.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
16.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
16.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
16.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
16.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
16.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
15.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
15.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
15.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
15.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
15.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
14.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
14.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
13.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
12.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
12.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
11.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
10.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
8.7
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
1.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
1.0
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.9
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.9
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.7
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.7
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.6
b2400046-1d25-429d-a821-6040a6
Tumor
0.6
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.6
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.5
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.5
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.5
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.5
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.5
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.5
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.5
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.4
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.4
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.4
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.4
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.3
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.3
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.3
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.3
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.3
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.3
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.3
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.3
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.3
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.3
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.3
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.2
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Tumor
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
8cc7e656-0152-4359-8566-0581c3
Tumor
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.0
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.0
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.0
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.0
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.0
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.0
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.0
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.0
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.0
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.0
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.0
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.0
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.0
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.0
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.1
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.2
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.3
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.3
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.3
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.3
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.3
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.3
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.4
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.4
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.4
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.4
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.4
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.4
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.4
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.4
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.5
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.5
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.5
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.5
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.6
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.6
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.6
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.6
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.6
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.6
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.6
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.8
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.9
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.9
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-1.0
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-1.2
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-1.3
411d9597-c785-4de5-b449-29a80d_D2
Normal
-2.6
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-3.0
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
