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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.
RNF111 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
5.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
15.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
14.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
12.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
12.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
12.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
11.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
11.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
11.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
11.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
11.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
10.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
10.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
10.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
10.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
10.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
10.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
10.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
10.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
10.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
9.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
9.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
9.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
9.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
9.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
9.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
9.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
9.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
9.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
9.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
8.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
8.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
8.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
8.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
8.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
8.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
8.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
8.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
8.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
8.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
8.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
8.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
8.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
8.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
8.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
8.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
8.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
8.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
8.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
8.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
8.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
8.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
8.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
8.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
8.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
7.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
7.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
7.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
7.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
7.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
7.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
7.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
7.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
7.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
7.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
7.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
7.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
7.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
7.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
7.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
7.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
7.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
7.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
6.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
6.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
6.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
6.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
6.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
6.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
6.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
6.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
6.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
6.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
6.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
6.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
6.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
6.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
6.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
6.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
6.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
6.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
6.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
6.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
6.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
6.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
6.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
6.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
6.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
5.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
5.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
5.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
5.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
5.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
5.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
5.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
5.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
5.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
5.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
5.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
5.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
5.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
5.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
5.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
5.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
5.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
5.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
5.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
5.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
5.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
5.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
5.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
5.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
5.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
5.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
5.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
5.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
5.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
5.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
5.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
5.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
5.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
5.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
5.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
4.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
4.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
4.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
4.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
4.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
4.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
4.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
4.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
4.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
4.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
4.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
4.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
4.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
4.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
4.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
4.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
4.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
4.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
4.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
4.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
4.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
4.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
4.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
4.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
4.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
4.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
4.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
4.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
4.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
4.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
4.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
4.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
4.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
4.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
3.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
3.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
3.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
3.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
3.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
3.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
3.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
3.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
3.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
3.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
3.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
3.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
3.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
3.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
3.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
3.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
3.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
3.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
3.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
3.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
3.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
3.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
3.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
3.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
3.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
3.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
2.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
2.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
2.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
2.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
2.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
2.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
2.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
2.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
2.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
2.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
2.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
2.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
2.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
2.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
2.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
2.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
2.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
2.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
2.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
2.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
2.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
2.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
2.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
1.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
1.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
1.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
1.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
1.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
1.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
1.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
1.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
1.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
1.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
1.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
1.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
1.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
1.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
1.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
0.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 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.
RNF111 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
24.0
Number of samples
486
Samples
Sample
Description
TPM
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
47.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
45.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
43.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
41.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
40.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
38.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
37.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
37.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
37.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
37.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
36.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
36.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
35.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
35.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
34.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
34.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
34.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
34.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
34.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
34.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
33.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
33.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
33.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
33.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
33.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
33.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
33.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
32.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
32.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
32.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
32.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
32.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
31.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
31.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
31.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
31.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
31.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
31.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
31.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
31.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
31.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
31.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
31.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
31.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
31.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
31.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
31.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
31.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
31.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
31.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
31.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
30.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
30.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
30.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
30.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
30.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
30.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
30.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
30.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
30.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
30.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
30.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
30.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
30.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
30.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
29.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
29.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
29.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
29.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
29.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
29.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
29.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
29.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
29.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
29.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
29.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
29.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
29.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
29.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
29.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
29.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
29.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
29.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
29.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
29.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
29.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
29.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
29.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
29.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
29.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
29.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
29.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
29.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
29.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
28.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
28.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
28.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
28.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
28.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
28.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
28.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
28.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
28.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
28.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
28.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
28.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
28.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
28.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
28.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
28.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
28.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
28.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
28.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
28.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
28.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
28.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
27.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
27.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
27.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
27.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
27.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
27.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
27.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
27.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
27.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
27.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
27.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
27.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
27.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
27.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
27.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
27.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
27.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
27.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
27.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
27.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
27.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
27.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
27.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
27.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
27.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
27.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
27.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
27.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
27.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
26.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
26.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
26.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
26.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
26.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
26.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
26.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
26.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
26.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
26.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
26.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
26.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
26.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
26.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
26.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
26.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
26.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
26.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
26.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
26.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
26.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
26.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
26.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
26.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
26.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
26.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
26.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
26.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
26.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
25.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
25.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
25.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
25.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
25.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
25.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
25.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
25.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
25.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
25.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
25.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
25.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
25.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
25.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
25.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
25.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
25.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
25.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
25.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
25.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
25.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
25.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
25.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
25.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
25.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
25.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
25.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
25.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
25.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
25.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
25.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
25.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
25.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
24.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
24.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
24.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
24.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
24.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
24.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
24.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
24.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
24.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
24.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
24.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
24.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
24.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
24.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
24.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
24.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
24.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
24.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
24.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
24.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
24.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
24.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
24.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
24.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
24.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
24.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
24.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
24.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
24.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
24.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
24.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
24.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
24.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
24.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
24.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
24.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
23.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
23.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
23.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
23.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
23.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
23.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
23.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
23.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
23.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
23.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
23.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
23.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
23.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
23.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
23.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
23.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
23.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
23.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
23.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
23.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
23.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
23.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
23.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
23.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
23.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
23.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
23.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
23.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
23.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
23.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
23.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
23.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
23.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
22.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
22.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
22.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
22.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
22.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
22.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
22.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
22.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
22.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
22.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
22.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
22.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
22.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
22.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
22.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
22.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
22.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
22.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
22.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
22.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
22.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
22.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
22.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
22.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
22.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
22.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
22.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
22.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
22.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
21.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
21.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
21.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
21.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
21.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
21.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
21.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
21.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
21.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
21.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
21.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
21.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
21.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
21.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
21.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
21.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
21.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
21.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
21.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
21.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
21.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
21.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
21.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
21.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
21.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
21.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
21.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
21.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
21.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
21.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
21.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
21.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
21.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
21.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
21.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
21.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
21.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
21.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
21.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
21.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
21.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
21.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
21.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
21.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
21.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
21.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
21.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
20.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
20.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
20.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
20.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
20.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
20.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
20.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
20.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
20.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
20.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
20.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
20.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
20.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
20.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
20.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
20.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
20.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
20.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
20.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
20.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
20.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
20.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
20.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
20.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
19.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
19.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
19.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
19.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
19.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
19.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
19.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
19.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
19.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
19.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
19.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
19.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
19.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
19.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
19.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
19.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
19.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
19.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
19.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
18.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
18.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
18.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
18.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
18.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
18.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
18.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
18.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
18.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
18.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
18.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
18.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
18.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
18.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
18.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
18.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
18.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
18.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
18.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
18.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
18.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
18.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
18.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
18.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
18.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
18.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
18.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
18.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
17.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
17.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
17.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
17.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
17.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
17.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
17.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
17.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
17.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
17.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
17.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
17.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
17.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
17.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
17.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
17.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
17.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
17.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
16.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
16.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
16.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
16.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
16.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
16.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
16.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
16.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
16.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
16.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
15.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
15.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
15.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
15.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
15.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
15.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
15.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
14.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
14.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
14.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
14.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
14.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
14.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
14.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
14.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
13.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
13.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
13.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
13.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
13.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
13.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
12.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
12.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
12.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
11.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
11.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
10.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.1
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.
RNF111 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
5.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
14.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
10.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
10.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
10.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
10.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
9.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
9.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
9.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
9.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
9.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
8.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
8.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
8.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
8.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
8.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
8.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
7.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
7.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
7.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
6.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
6.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
6.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
6.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
6.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
6.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
6.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
6.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
6.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
6.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
6.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
5.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
5.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
5.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
5.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
5.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
5.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
5.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
5.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
5.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
5.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
5.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
5.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
5.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
5.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
5.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
5.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
4.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
4.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
4.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
4.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
4.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
4.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
4.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
4.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
4.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
4.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
3.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
3.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
3.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
3.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
3.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
3.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
3.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
3.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
3.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
3.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
3.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
3.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
3.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
2.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
2.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
2.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
2.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
2.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
1.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
1.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
1.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
1.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
0.6
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.
RNF111 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
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
47.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
36.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
35.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
35.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
34.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
32.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
32.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
31.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
31.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
31.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
31.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
30.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
30.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
30.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
30.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
30.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
30.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
30.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
29.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
29.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
29.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
29.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
29.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
29.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
29.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
29.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
29.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
29.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
29.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
29.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
28.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
28.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
28.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
28.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
28.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
28.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
28.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
28.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
28.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
28.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
28.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
27.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
27.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
27.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
27.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
27.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
27.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
27.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
27.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
27.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
27.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
27.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
27.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
26.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
26.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
26.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
26.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
26.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
26.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
26.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
26.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
26.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
26.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
26.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
26.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
26.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
26.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
25.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
25.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
25.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
25.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
25.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
25.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
25.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
25.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
25.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
25.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
25.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
24.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
24.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
24.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
24.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
24.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
24.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
24.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
24.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
24.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
24.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
24.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
24.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
24.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
23.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
23.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
23.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
23.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
23.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
23.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
23.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
23.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
23.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
23.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
23.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
23.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
23.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
23.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
23.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
22.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
22.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
22.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
22.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
22.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
22.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
22.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
22.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
22.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
22.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
22.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
22.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
22.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
22.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
21.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
21.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
21.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
21.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
21.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
21.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
21.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
21.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
21.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
21.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
21.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
21.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
21.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
21.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
21.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
21.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
21.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
21.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
20.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
20.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
20.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
20.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
20.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
20.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
20.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
20.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
20.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
20.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
20.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
20.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
20.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
20.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
19.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
19.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
19.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
19.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
19.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
19.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
19.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
19.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
19.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
19.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
19.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
19.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
19.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
19.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
18.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
18.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
18.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
18.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
18.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
18.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
18.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
18.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
18.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
18.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
18.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
18.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
18.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
18.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
17.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
17.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
17.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
17.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
17.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
17.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
17.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
17.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
17.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
17.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
16.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
16.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
16.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
16.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
16.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
16.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
15.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
15.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
15.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
15.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
15.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
14.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
14.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
13.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
12.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
12.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
9.7
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
