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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.
RUBCN 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
4.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
11.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
11.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
10.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
9.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
9.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
8.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
8.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
8.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
8.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
8.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
7.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
7.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
7.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
7.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
7.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
7.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
7.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
7.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
7.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
7.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
7.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
7.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
6.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
6.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
6.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
6.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
6.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
6.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
6.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
6.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
6.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
6.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
6.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
6.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
6.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
6.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
6.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
6.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
6.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
6.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
6.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
6.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
6.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
6.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
6.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
6.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
6.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
6.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
5.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
5.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
5.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
5.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
5.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
5.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
5.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
5.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
5.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
5.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
5.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
5.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
5.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
5.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
5.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
5.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
5.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
5.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
5.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
5.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
5.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
5.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
5.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
5.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
5.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
5.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
5.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
5.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
5.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
5.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
5.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
5.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
5.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
5.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
5.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
5.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
4.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
4.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
4.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
4.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
4.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
4.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
4.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
4.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
4.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
4.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
4.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
4.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
4.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
4.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
4.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
4.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
4.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
4.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
4.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
4.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
4.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
4.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
4.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
4.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
4.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
4.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
4.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
4.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
4.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
4.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
4.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
4.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
4.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
4.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
4.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
4.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
4.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
4.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
4.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
4.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
4.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
4.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
4.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
4.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
4.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
4.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
4.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
4.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
4.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
4.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
4.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
4.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
4.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
3.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
3.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
3.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
3.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
3.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
3.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
3.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
3.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
3.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
3.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
3.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
3.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
3.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
3.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
3.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
3.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
3.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
3.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
3.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
3.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
3.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
3.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
3.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
3.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
3.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
3.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
3.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
3.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
3.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
3.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
3.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
3.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
3.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
3.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
3.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
3.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
3.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
3.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
3.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
3.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
3.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
3.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
3.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
3.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
3.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
3.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
3.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
3.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
3.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
3.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
3.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
3.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
3.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
2.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
2.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
2.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
2.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
2.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
2.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
2.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
2.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
2.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
2.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
2.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
2.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
2.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
2.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
2.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
2.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
2.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
2.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
2.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
2.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
2.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
2.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
2.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
2.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
2.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
2.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
2.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
2.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
2.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
2.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
1.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
1.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
1.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
1.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
1.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
1.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.4
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.
RUBCN is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
20.4
Number of samples
486
Samples
Sample
Description
TPM
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
40.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
40.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
38.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
37.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
36.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
36.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
35.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
34.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
34.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
34.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
34.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
33.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
33.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
33.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
32.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
32.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
32.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
32.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
31.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
31.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
31.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
31.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
31.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
31.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
30.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
30.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
30.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
29.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
29.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
29.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
29.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
28.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
28.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
28.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
28.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
28.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
28.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
28.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
28.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
28.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
28.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
27.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
27.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
27.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
27.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
27.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
27.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
27.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
27.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
27.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
27.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
26.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
26.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
26.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
26.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
26.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
26.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
26.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
26.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
26.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
26.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
26.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
26.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
26.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
26.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
26.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
25.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
25.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
25.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
25.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
25.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
25.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
25.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
25.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
25.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
25.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
25.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
25.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
24.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
24.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
24.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
24.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
24.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
24.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
24.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
24.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
24.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
24.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
24.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
24.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
24.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
24.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
24.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
24.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
23.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
23.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
23.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
23.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
23.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
23.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
23.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
23.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
23.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
23.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
23.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
23.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
23.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
23.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
23.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
23.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
23.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
23.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
23.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
23.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
23.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
23.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
23.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
23.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
23.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
23.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
23.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
23.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
23.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
23.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
23.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
22.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
22.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
22.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
22.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
22.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
22.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
22.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
22.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
22.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
22.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
22.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
22.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
22.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
22.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
22.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
22.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
22.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
22.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
22.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
22.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
22.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
22.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
22.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
22.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
22.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
22.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
22.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
22.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
22.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
22.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
22.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
22.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
22.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
22.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
22.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
22.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
22.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
22.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
21.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
21.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
21.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
21.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
21.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
21.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
21.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
21.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
21.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
21.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
21.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
21.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
21.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
21.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
21.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
21.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
21.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
21.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
21.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
21.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
21.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
21.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
21.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
21.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
21.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
21.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
21.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
21.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
21.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
21.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
21.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
21.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
21.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
21.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
21.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
21.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
21.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
21.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
21.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
21.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
21.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
21.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
20.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
20.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
20.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
20.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
20.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
20.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
20.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
20.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
20.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
20.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
20.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
20.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
20.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
20.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
20.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
20.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
20.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
20.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
20.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
20.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
20.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
20.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
20.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
20.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
20.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
20.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
20.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
20.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
20.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
20.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
20.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
20.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
20.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
20.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
19.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
19.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
19.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
19.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
19.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
19.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
19.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
19.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
19.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
19.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
19.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
19.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
19.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
19.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
19.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
19.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
19.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
19.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
19.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
19.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
19.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
19.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
19.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
19.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
19.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
19.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
19.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
19.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
19.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
19.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
19.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
19.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
18.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
18.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
18.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
18.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
18.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
18.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
18.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
18.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
18.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
18.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
18.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
18.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
18.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
18.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
18.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
18.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
18.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
18.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
18.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
18.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
18.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
18.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
18.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
18.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
18.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
18.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
18.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
18.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
18.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
18.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
18.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
18.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
18.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
18.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
18.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
18.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
18.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
18.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
18.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
18.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
18.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
18.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
18.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
18.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
17.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
17.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
17.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
17.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
17.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
17.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
17.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
17.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
17.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
17.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
17.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
17.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
17.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
17.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
17.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
17.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
17.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
17.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
17.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
17.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
17.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
17.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
17.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
17.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
17.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
17.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
17.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
17.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
17.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
17.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
17.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
17.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
17.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
17.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
17.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
17.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
17.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
17.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
17.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
16.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
16.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
16.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
16.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
16.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
16.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
16.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
16.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
16.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
16.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
16.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
16.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
16.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
16.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
16.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
16.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
16.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
16.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
16.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
16.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
16.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
16.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
16.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
16.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
16.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
16.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
16.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
16.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
16.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
16.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
16.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
16.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
16.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
16.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
16.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
16.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
16.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
16.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
16.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
16.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
16.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
15.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
15.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
15.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
15.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
15.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
15.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
15.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
15.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
15.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
15.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
15.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
15.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
15.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
15.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
15.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
15.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
15.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
15.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
15.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
15.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
15.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
15.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
15.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
15.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
15.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
15.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
15.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
14.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
14.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
14.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
14.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
14.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
14.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
14.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
14.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
14.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
14.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
14.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
14.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
14.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
14.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
14.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
14.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
14.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
14.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
14.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
14.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
13.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
13.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
13.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
13.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
13.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
13.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
13.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
13.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
13.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
13.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
13.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
13.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
13.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
12.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
12.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
12.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
12.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
12.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
12.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
12.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
12.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
12.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
11.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
11.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
11.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
11.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
11.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
10.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
10.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
10.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
9.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.2
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.
RUBCN 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
4.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
8.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
7.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
7.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
7.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
7.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
6.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
6.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
6.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
6.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
6.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
6.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
6.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
6.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
5.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
5.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
5.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
5.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
5.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
5.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
5.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
5.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
5.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
5.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
4.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
4.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
4.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
4.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
4.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
4.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
4.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
4.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
4.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
4.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
4.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
4.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
4.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
4.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
4.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
4.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
4.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
4.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
4.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
4.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
3.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
3.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
3.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
3.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
3.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
3.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
3.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
3.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
3.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
3.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
3.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
3.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
3.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
3.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
3.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
3.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
3.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
3.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
3.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
3.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
3.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
3.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
3.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
3.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
3.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
3.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
2.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
2.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
2.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
2.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
2.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
2.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
2.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
2.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
2.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
2.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
1.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 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.
RUBCN 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
19.7
Number of samples
207
Samples
Sample
Description
TPM
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
35.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
34.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
33.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
31.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
31.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
30.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
29.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
28.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
28.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
27.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
27.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
27.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
27.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
27.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
27.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
26.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
26.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
26.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
26.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
26.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
26.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
25.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
25.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
25.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
25.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
25.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
25.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
24.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
24.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
24.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
24.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
24.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
24.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
24.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
24.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
24.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
24.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
24.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
24.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
24.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
23.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
23.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
23.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
23.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
23.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
23.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
23.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
23.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
22.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
22.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
22.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
22.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
22.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
22.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
22.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
22.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
22.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
22.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
22.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
22.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
22.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
22.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
22.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
22.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
21.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
21.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
21.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
21.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
21.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
21.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
21.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
21.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
21.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
21.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
21.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
21.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
21.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
21.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
21.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
20.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
20.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
20.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
20.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
20.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
20.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
20.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
20.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
20.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
20.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
19.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
19.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
19.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
19.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
19.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
19.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
19.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
19.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
19.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
19.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
19.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
19.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
19.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
19.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
18.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
18.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
18.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
18.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
18.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
18.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
18.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
18.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
18.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
18.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
18.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
18.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
18.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
18.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
18.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
18.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
18.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
18.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
18.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
17.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
17.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
17.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
17.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
17.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
17.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
17.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
17.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
17.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
17.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
17.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
17.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
17.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
17.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
17.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
17.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
17.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
17.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
17.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
17.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
17.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
17.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
17.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
17.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
16.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
16.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
16.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
16.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
16.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
16.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
16.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
16.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
16.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
16.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
16.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
16.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
16.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
16.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
16.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
16.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
15.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
15.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
15.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
15.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
15.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
15.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
15.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
15.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
15.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
15.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
15.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
15.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
15.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
15.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
15.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
14.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
14.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
14.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
14.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
14.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
14.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
14.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
14.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
14.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
13.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
13.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
13.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
13.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
13.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
13.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
13.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
13.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
13.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
13.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
13.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
13.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
12.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
12.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
10.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
10.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.