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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.
RANBP10 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
8.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
22.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
20.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
19.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
17.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
16.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
16.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
15.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
15.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
15.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
14.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
14.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
14.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
13.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
13.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
13.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
13.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
13.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
13.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
13.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
13.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
13.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
13.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
12.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
12.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
12.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
12.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
12.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
12.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
12.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
12.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
12.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
12.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
11.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
11.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
11.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
11.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
11.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
11.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
11.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
11.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
11.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
11.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
11.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
11.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
11.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
10.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
10.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
10.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
10.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
10.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
10.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
10.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
10.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
10.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
10.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
10.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
10.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
10.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
10.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
10.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
10.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
10.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
9.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
9.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
9.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
9.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
9.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
9.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
9.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
9.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
9.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
9.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
9.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
9.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
9.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
9.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
9.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
9.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
9.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
9.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
9.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
9.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
9.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
9.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
9.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
9.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
9.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
9.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
9.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
8.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
8.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
8.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
8.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
8.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
8.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
8.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
8.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
8.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
8.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
8.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
8.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
8.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
8.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
8.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
8.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
8.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
8.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
8.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
8.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
8.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
8.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
8.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
8.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
8.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
8.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
8.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
8.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
8.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
8.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
8.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
8.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
8.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
8.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
8.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
8.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
8.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
7.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
7.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
7.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
7.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
7.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
7.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
7.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
7.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
7.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
7.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
7.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
7.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
7.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
7.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
7.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
7.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
7.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
7.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
7.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
7.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
7.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
7.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
7.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
7.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
7.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
7.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
7.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
7.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
7.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
7.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
7.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
7.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
7.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
7.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
7.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
7.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
7.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
7.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
7.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
6.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
6.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
6.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
6.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
6.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
6.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
6.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
6.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
6.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
6.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
6.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
6.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
6.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
6.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
6.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
6.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
6.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
6.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
6.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
6.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
6.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
6.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
6.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
6.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
6.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
5.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
5.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
5.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
5.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
5.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
5.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
5.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
5.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
5.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
5.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
5.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
5.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
5.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
5.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
5.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
5.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
5.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
5.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
5.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
5.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
5.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
4.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
4.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
4.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
4.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
4.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
4.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
4.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
4.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
4.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
4.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
4.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
4.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
4.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
4.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
4.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
3.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
3.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
3.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 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.
RANBP10 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
14.9
Number of samples
486
Samples
Sample
Description
TPM
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
53.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
47.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
46.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
32.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
32.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
31.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
29.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
29.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
28.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
28.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
28.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
28.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
26.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
26.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
25.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
25.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
25.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
24.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
24.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
24.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
24.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
23.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
23.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
23.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
23.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
23.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
22.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
22.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
21.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
21.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
21.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
21.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
21.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
21.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
21.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
21.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
20.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
20.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
20.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
20.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
20.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
20.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
20.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
20.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
20.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
19.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
19.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
19.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
19.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
19.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
19.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
19.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
19.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
19.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
19.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
19.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
19.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
19.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
18.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
18.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
18.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
18.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
18.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
18.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
18.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
18.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
18.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
18.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
18.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
18.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
18.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
18.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
18.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
17.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
17.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
17.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
17.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
17.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
17.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
17.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
17.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
17.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
17.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
17.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
17.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
17.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
17.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
17.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
17.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
17.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
17.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
17.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
17.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
17.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
17.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
17.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
17.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
17.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
17.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
17.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
17.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
17.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
17.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
17.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
16.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
16.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
16.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
16.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
16.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
16.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
16.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
16.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
16.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
16.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
16.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
16.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
16.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
16.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
16.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
16.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
16.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
16.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
16.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
16.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
16.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
16.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
16.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
16.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
16.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
16.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
16.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
16.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
16.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
16.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
16.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
16.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
16.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
16.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
16.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
16.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
15.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
15.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
15.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
15.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
15.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
15.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
15.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
15.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
15.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
15.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
15.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
15.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
15.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
15.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
15.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
15.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
15.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
15.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
15.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
15.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
15.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
15.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
15.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
15.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
15.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
15.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
15.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
15.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
15.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
15.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
15.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
15.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
15.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
15.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
15.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
15.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
15.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
15.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
15.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
15.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
15.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
15.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
15.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
15.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
15.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
15.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
15.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
15.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
15.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
15.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
15.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
15.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
15.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
15.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
15.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
15.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
15.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
15.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
15.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
15.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
15.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
14.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
14.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
14.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
14.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
14.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
14.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
14.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
14.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
14.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
14.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
14.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
14.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
14.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
14.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
14.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
14.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
14.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
14.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
14.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
14.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
14.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
14.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
14.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
14.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
14.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
14.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
14.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
14.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
14.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
14.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
14.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
14.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
14.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
14.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
14.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
14.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
14.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
14.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
14.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
14.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
14.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
14.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
14.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
14.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
14.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
14.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
14.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
14.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
14.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
13.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
13.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
13.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
13.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
13.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
13.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
13.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
13.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
13.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
13.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
13.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
13.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
13.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
13.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
13.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
13.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
13.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
13.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
13.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
13.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
13.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
13.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
13.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
13.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
13.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
13.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
13.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
13.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
13.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
13.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
13.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
13.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
13.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
13.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
13.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
13.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
13.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
13.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
13.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
13.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
13.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
13.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
13.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
13.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
13.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
13.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
13.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
13.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
13.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
13.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
13.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
13.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
13.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
13.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
13.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
13.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
13.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
13.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
13.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
12.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
12.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
12.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
12.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
12.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
12.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
12.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
12.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
12.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
12.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
12.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
12.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
12.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
12.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
12.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
12.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
12.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
12.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
12.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
12.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
12.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
12.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
12.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
12.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
12.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
12.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
12.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
12.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
12.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
12.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
12.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
12.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
12.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
12.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
12.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
12.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
12.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
12.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
12.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
12.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
12.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
12.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
12.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
12.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
12.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
12.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
12.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
12.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
12.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
12.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
12.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
12.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
12.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
12.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
12.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
12.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
12.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
12.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
12.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
12.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
12.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
12.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
12.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
12.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
12.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
12.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
12.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
12.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
11.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
11.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
11.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
11.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
11.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
11.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
11.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
11.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
11.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
11.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
11.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
11.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
11.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
11.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
11.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
11.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
11.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
11.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
11.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
11.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
11.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
11.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
11.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
11.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
11.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
11.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
11.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
11.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
11.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
11.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
11.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
11.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
11.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
11.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
11.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
11.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
11.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
11.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
11.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
11.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
11.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
11.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
11.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
11.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
10.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
10.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
10.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
10.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
10.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
10.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
10.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
10.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
10.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
10.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
10.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
10.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
10.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
10.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
10.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
10.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
10.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
10.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
10.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
10.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
10.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
10.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
10.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
10.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
10.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
10.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
10.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
10.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
10.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
9.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
9.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
9.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
9.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
9.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
9.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
9.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
9.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
9.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
9.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
9.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
9.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
9.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
9.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
9.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
8.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
8.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
8.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
8.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
8.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
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.
RANBP10 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
8.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
21.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
18.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
16.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
16.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
14.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
14.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
13.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
13.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
12.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
12.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
12.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
12.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
11.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
11.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
11.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
11.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
10.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
10.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
10.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
10.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
10.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
10.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
10.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
9.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
9.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
9.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
9.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
9.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
9.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
9.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
9.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
9.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
9.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
9.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
9.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
9.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
9.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
9.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
8.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
8.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
8.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
8.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
8.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
8.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
8.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
8.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
8.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
8.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
8.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
8.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
8.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
8.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
8.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
8.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
7.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
7.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
7.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
7.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
7.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
7.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
7.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
7.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
7.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
6.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
6.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
6.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
6.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
6.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
6.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
6.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
5.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
5.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
5.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
5.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
5.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
5.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
5.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
4.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
4.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
3.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RANBP10 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
14.7
Number of samples
207
Samples
Sample
Description
TPM
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
28.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
26.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
25.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
25.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
24.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
24.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
23.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
23.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
23.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
22.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
22.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
22.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
21.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
21.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
21.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
21.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
21.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
20.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
20.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
20.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
20.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
20.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
20.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
19.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
19.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
19.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
19.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
19.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
19.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
19.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
19.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
18.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
18.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
18.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
18.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
18.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
18.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
18.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
18.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
18.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
18.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
18.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
17.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
17.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
17.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
17.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
17.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
17.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
17.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
17.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
17.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
17.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
17.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
17.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
16.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
16.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
16.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
16.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
16.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
16.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
16.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
16.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
16.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
16.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
16.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
16.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
16.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
15.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
15.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
15.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
15.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
15.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
15.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
15.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
15.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
15.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
15.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
15.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
15.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
15.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
15.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
15.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
15.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
15.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
14.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
14.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
14.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
14.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
14.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
14.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
14.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
14.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
14.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
14.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
14.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
14.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
14.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
14.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
14.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
14.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
14.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
14.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
14.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
14.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
14.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
13.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
13.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
13.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
13.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
13.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
13.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
13.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
13.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
13.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
13.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
13.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
13.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
13.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
13.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
13.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
13.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
13.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
13.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
13.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
13.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
13.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
13.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
13.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
13.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
13.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
13.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
12.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
12.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
12.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
12.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
12.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
12.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
12.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
12.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
12.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
12.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
12.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
12.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
12.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
12.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
12.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
12.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
12.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
12.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
12.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
12.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
12.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
12.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
11.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
11.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
11.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
11.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
11.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
11.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
11.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
11.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
11.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
11.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
11.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
11.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
11.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
11.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
10.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
10.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
10.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
10.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
10.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
10.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
10.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
10.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
10.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
9.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
9.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
9.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
9.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
9.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
9.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
9.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
9.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
9.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
9.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
8.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
8.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
8.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
8.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
8.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
7.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
5.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.7
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
1.0
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.9
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.9
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.7
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.7
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.6
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.6
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.5
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.5
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.5
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.5
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.4
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.4
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.4
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.4
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.4
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.4
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.4
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.4
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.3
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.3
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.3
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.3
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.3
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.3
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.1
b2400046-1d25-429d-a821-6040a6
Tumor
0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.0
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.0
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.0
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.3
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.3
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.3
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.3
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.3
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.3
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.4
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.4
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.4
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.4
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.4
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.5
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.5
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.5
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.5
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.5
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.5
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.6
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.6
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.6
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.7
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.7
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.7
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.8
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
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
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
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
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
5cf5e61d-21ff-4678-9126-14e9bb_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
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
359f5c81-2575-497e-8630-e4866f_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
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_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
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.
The Human Protein Atlas project is funded
