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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.
RNF169 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
3.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
14.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
13.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
12.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
11.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
10.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
7.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
6.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
6.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
6.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
6.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
6.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
6.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
6.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
6.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
5.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
5.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
5.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
5.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
5.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
5.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
5.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
5.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
4.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
4.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
4.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
4.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
4.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
4.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
4.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
4.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
4.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
4.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
4.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
4.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
4.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
4.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
4.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
4.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
4.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
4.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
4.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
4.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
4.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
4.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
4.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
4.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
4.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
4.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
4.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
4.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
4.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
4.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
4.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
4.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
4.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
4.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
4.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
4.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
4.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
4.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
4.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
4.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
3.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
3.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
3.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
3.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
3.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
3.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
3.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
3.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
3.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
3.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
3.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
3.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
3.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
3.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
3.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
3.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
3.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
3.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
3.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
3.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
3.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
3.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
3.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
3.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
3.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
3.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
3.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
3.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
3.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
3.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
3.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
3.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
3.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
3.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
3.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
3.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
3.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
3.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
3.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
3.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
3.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
3.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
3.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
3.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
3.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
3.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
3.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
3.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
3.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
3.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
3.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
3.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
3.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
3.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
3.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
3.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
3.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
3.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
3.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
3.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
3.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
3.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
3.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
3.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
3.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
3.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
3.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
3.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
3.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
3.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
2.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
2.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
2.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
2.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
2.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
2.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
2.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
2.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
2.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
2.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
2.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
2.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
2.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
2.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
2.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
2.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
2.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
2.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
2.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
2.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
2.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
2.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
2.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
2.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
2.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
2.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
2.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
2.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
2.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
2.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
2.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
2.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
2.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
2.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
2.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
2.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
2.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
2.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
2.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
2.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
2.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
2.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
2.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
2.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
2.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
2.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
2.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
2.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
2.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
2.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
2.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
2.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
2.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
2.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
2.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
2.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
2.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
2.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
2.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
2.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
2.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
2.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
2.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
2.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
2.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
2.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
2.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
2.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
2.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
2.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
2.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
2.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
2.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
2.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
2.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
2.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
2.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
2.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
2.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
2.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
2.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
2.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
1.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
1.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
1.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
1.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
1.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
1.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
1.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
1.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
1.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
1.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
1.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
1.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
1.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
1.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
1.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
1.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
1.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
1.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
1.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
1.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
1.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
1.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
1.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
1.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
1.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
1.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
1.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
1.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 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.
RNF169 is potential prognostic, high expression is unfavorable in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
14.3
Number of samples
486
Samples
Sample
Description
TPM
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
23.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
22.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
21.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
21.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
20.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
20.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
20.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
20.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
20.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
20.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
20.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
20.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
19.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
19.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
19.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
19.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
19.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
19.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
19.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
19.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
19.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
19.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
19.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
19.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
19.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
18.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
18.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
18.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
18.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
18.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
18.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
18.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
18.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
18.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
18.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
18.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
18.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
18.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
18.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
18.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
18.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
18.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
18.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
18.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
18.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
18.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
18.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
17.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
17.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
17.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
17.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
17.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
17.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
17.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
17.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
17.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
17.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
17.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
17.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
17.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
17.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
17.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
17.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
17.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
17.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
17.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
17.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
17.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
17.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
17.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
17.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
17.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
17.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
17.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
17.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
16.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
16.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
16.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
16.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
16.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
16.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
16.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
16.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
16.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
16.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
16.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
16.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
16.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
16.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
16.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
16.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
16.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
16.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
16.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
16.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
16.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
16.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
16.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
16.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
16.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
16.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
16.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
16.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
16.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
16.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
16.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
16.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
16.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
16.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
16.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
16.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
16.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
16.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
16.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
16.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
16.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
16.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
16.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
16.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
16.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
16.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
16.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
15.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
15.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
15.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
15.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
15.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
15.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
15.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
15.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
15.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
15.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
15.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
15.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
15.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
15.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
15.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
15.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
15.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
15.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
15.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
15.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
15.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
15.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
15.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
15.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
15.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
15.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
15.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
15.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
15.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
15.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
15.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
15.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
15.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
15.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
15.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
15.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
15.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
15.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
15.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
15.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
15.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
15.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
15.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
15.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
15.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
15.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
15.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
15.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
15.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
15.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
15.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
15.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
15.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
15.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
15.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
15.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
15.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
15.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
15.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
15.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
15.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
15.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
15.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
15.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
15.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
15.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
15.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
15.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
15.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
15.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
15.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
15.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
15.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
15.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
14.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
14.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
14.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
14.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
14.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
14.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
14.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
14.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
14.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
14.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
14.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
14.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
14.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
14.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
14.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
14.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
14.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
14.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
14.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
14.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
14.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
14.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
14.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
14.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
14.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
14.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
14.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
14.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
14.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
14.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
14.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
14.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
14.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
14.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
14.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
14.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
14.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
14.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
14.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
14.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
14.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
14.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
14.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
14.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
14.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
14.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
14.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
14.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
14.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
14.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
14.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
14.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
14.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
14.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
14.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
14.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
14.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
14.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
14.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
14.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
13.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
13.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
13.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
13.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
13.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
13.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
13.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
13.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
13.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
13.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
13.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
13.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
13.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
13.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
13.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
13.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
13.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
13.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
13.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
13.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
13.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
13.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
13.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
13.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
13.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
13.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
13.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
13.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
13.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
13.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
13.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
13.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
13.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
13.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
13.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
13.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
13.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
13.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
13.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
13.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
13.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
13.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
13.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
13.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
13.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
13.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
13.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
13.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
13.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
13.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
13.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
13.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
13.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
13.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
13.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
13.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
13.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
13.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
13.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
13.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
13.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
13.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
13.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
13.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
13.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
13.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
13.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
13.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
13.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
13.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
13.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
13.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
13.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
12.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
12.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
12.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
12.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
12.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
12.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
12.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
12.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
12.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
12.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
12.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
12.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
12.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
12.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
12.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
12.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
12.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
12.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
12.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
12.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
12.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
12.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
12.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
12.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
12.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
12.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
12.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
12.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
12.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
12.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
12.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
12.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
12.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
12.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
12.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
12.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
12.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
12.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
12.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
12.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
12.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
12.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
12.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
12.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
12.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
12.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
12.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
12.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
12.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
12.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
12.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
12.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
12.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
12.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
12.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
12.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
12.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
11.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
11.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
11.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
11.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
11.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
11.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
11.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
11.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
11.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
11.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
11.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
11.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
11.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
11.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
11.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
11.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
11.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
11.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
11.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
11.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
11.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
11.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
11.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
11.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
11.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
11.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
11.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
11.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
11.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
11.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
11.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
11.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
11.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
11.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
11.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
11.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
10.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
10.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
10.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
10.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
10.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
10.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
10.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
10.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
10.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
10.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
10.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
10.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
10.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
10.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
10.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
10.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
10.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
10.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
10.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
9.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
9.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
9.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
9.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
9.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
9.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
9.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
9.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
9.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
9.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
9.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
9.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
9.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
8.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
8.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
8.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
8.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
8.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
8.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
7.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
7.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.0
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.
RNF169 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
3.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
6.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
6.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
5.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
5.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
5.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
4.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
4.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
4.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
4.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
4.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
4.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
4.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
4.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
4.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
4.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
4.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
4.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
4.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
4.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
4.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
4.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
4.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
4.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
3.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
3.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
3.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
3.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
3.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
3.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
3.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
3.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
3.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
3.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
3.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
3.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
3.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
3.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
3.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
3.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
3.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
3.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
3.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
3.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
3.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
3.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
3.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
3.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
3.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
3.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
2.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
2.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
2.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
2.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
2.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
2.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
2.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
2.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
2.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
2.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
2.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
2.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
2.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
2.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
2.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
2.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
2.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
2.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
2.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
2.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 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
2.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
2.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
2.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
1.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
1.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
1.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
1.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
1.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
1.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
1.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
1.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
0.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 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.
RNF169 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
13.5
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
26.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
21.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
20.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
20.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
20.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
20.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
19.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
19.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
19.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
19.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
19.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
19.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
18.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
18.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
18.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
18.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
18.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
18.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
18.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
18.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
17.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
17.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
17.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
17.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
17.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
17.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
16.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
16.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
16.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
16.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
16.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
16.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
16.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
16.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
16.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
16.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
16.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
16.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
16.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
15.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
15.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
15.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
15.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
15.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
15.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
15.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
15.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
15.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
15.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
15.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
15.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
15.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
15.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
15.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
15.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
15.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
15.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
15.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
15.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
15.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
15.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
15.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
14.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
14.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
14.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
14.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
14.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
14.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
14.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
14.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
14.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
14.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
14.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
14.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
14.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
14.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
14.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
14.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
14.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
14.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
14.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
14.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
14.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
14.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
13.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
13.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
13.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
13.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
13.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
13.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
13.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
13.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
13.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
13.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
13.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
13.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
13.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
13.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
13.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
13.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
13.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
13.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
13.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
13.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
13.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
13.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
13.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
13.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
13.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
13.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
13.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
13.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
13.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
13.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
12.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
12.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
12.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
12.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
12.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
12.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
12.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
12.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
12.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
12.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
12.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
12.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
12.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
12.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
12.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
12.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
12.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
12.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
12.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
12.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
12.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
12.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
12.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
12.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
12.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
12.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
12.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
12.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
12.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
12.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
12.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
12.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
11.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
11.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
11.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
11.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
11.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
11.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
11.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
11.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
11.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
11.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
11.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
11.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
11.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
11.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
10.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
10.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
10.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
10.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
10.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
10.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
10.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
10.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
10.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
10.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
10.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
10.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
10.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
10.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
10.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
10.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
9.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
9.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
9.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
9.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
9.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
8.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
8.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
8.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
8.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
8.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
8.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
7.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
7.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
7.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
6.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.8
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.7
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.6
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.6
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.6
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.6
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.5
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.5
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.5
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.4
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.4
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.4
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.4
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.4
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.3
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.0
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.0
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.0
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.0
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.0
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.2
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.3
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.3
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.3
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.4
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.4
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.4
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.4
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.4
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.4
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.5
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.5
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.5
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.5
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.5
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.5
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.6
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.6
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.8
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.8
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.9
b2400046-1d25-429d-a821-6040a6
Tumor
-1.6
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
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
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
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
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
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
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
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
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
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
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
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
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_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
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
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
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
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
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
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
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
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
