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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.
RAB28 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
10.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
23.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
21.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
21.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
19.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
18.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
17.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
17.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
17.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
16.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
16.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
16.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
16.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
16.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
15.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
15.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
15.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
15.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
15.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
15.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
14.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
14.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
14.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
14.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
14.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
14.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
14.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
14.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
13.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
13.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
13.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
13.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
13.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
13.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
13.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
13.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
13.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
13.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
13.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
13.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
12.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
12.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
12.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
12.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
12.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
12.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
12.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
12.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
12.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
12.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
12.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
12.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
12.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
12.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
12.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
12.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
12.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
12.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
12.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
12.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
12.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
12.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
11.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
11.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
11.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
11.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
11.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
11.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
11.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
11.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
11.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
11.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
11.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
11.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
11.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
11.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
11.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
11.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
11.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
11.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
11.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
11.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
11.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
11.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
11.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
11.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
11.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
11.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
10.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
10.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
10.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
10.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
10.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
10.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
10.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
10.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
10.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
10.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
10.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
10.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
10.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
10.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
10.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
10.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
10.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
10.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
10.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
10.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
10.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
10.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
10.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
10.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
10.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
10.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
10.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
10.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
10.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
10.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
10.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
10.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
10.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
10.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
10.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
10.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
10.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
9.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
9.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
9.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
9.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
9.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
9.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
9.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
9.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
9.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
9.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
9.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
9.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
9.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
9.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
9.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
9.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
9.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
9.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
9.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
9.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
9.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
9.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
9.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
9.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
9.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
9.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
9.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
9.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
9.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
9.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
9.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
9.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
9.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
9.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
9.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
9.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
9.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
9.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
9.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
9.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
9.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
9.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
9.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
9.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
9.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
9.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
9.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
9.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
8.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
8.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
8.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
8.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
8.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
8.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
8.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
8.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
8.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
8.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
8.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
8.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
8.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
8.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
8.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
8.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
8.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
8.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
8.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
8.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
8.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
8.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
8.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
8.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
8.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
8.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
8.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
8.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
8.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
8.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
8.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
8.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
8.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
8.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
7.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
7.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
7.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
7.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
7.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
7.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
7.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
7.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
7.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
7.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
7.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
7.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
7.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
7.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
7.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
7.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
7.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
6.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
6.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
6.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
6.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
6.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
6.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
6.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
6.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
6.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
6.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
6.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
5.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
5.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
5.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
5.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
5.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
5.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
5.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
5.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
5.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
4.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 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.
RAB28 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
16.6
Number of samples
486
Samples
Sample
Description
TPM
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
41.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
32.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
31.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
30.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
30.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
30.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
30.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
29.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
29.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
28.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
27.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
27.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
27.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
26.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
26.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
26.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
26.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
25.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
25.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
25.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
25.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
25.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
25.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
24.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
24.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
24.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
24.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
24.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
24.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
24.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
24.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
23.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
23.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
23.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
23.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
23.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
23.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
22.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
22.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
22.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
22.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
22.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
22.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
22.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
22.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
22.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
22.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
22.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
22.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
22.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
22.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
22.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
22.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
22.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
21.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
21.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
21.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
21.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
21.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
21.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
21.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
21.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
21.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
21.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
21.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
21.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
21.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
21.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
21.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
21.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
20.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
20.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
20.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
20.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
20.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
20.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
20.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
20.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
20.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
20.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
20.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
20.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
20.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
20.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
20.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
20.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
20.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
20.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
20.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
20.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
20.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
20.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
20.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
19.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
19.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
19.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
19.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
19.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
19.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
19.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
19.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
19.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
19.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
19.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
19.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
19.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
19.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
19.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
19.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
19.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
19.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
19.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
19.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
19.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
19.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
19.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
19.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
19.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
19.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
19.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
19.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
19.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
19.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
19.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
18.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
18.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
18.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
18.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
18.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
18.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
18.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
18.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
18.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
18.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
18.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
18.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
18.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
18.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
18.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
18.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
18.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
18.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
18.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
18.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
18.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
18.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
18.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
18.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
18.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
18.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
18.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
18.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
18.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
18.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
18.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
18.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
18.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
18.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
18.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
18.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
17.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
17.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
17.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
17.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
17.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
17.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
17.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
17.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
17.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
17.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
17.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
17.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
17.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
17.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
17.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
17.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
17.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
17.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
17.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
17.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
17.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
17.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
17.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
17.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
17.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
17.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
17.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
17.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
17.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
17.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
17.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
17.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
17.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
17.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
17.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
17.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
17.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
17.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
16.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
16.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
16.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
16.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
16.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
16.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
16.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
16.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
16.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
16.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
16.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
16.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
16.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
16.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
16.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
16.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
16.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
16.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
16.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
16.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
16.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
16.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
16.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
16.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
16.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
16.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
16.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
16.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
16.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
16.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
16.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
16.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
16.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
16.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
16.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
16.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
16.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
16.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
16.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
16.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
16.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
16.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
16.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
16.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
16.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
16.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
16.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
16.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
16.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
16.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
16.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
15.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
15.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
15.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
15.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
15.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
15.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
15.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
15.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
15.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
15.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
15.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
15.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
15.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
15.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
15.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
15.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
15.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
15.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
15.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
15.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
15.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
15.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
15.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
15.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
15.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
15.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
15.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
15.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
15.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
15.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
15.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
15.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
15.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
15.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
15.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
15.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
15.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
15.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
15.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
14.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
14.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
14.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
14.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
14.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
14.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
14.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
14.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
14.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
14.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
14.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
14.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
14.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
14.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
14.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
14.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
14.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
14.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
14.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
14.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
14.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
14.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
14.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
14.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
14.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
14.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
14.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
14.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
14.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
14.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
14.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
14.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
14.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
14.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
14.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
14.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
14.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
14.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
14.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
14.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
14.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
14.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
14.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
14.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
14.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
14.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
14.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
14.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
14.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
14.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
14.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
14.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
14.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
14.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
13.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
13.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
13.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
13.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
13.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
13.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
13.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
13.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
13.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
13.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
13.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
13.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
13.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
13.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
13.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
13.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
13.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
13.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
13.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
13.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
13.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
13.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
13.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
13.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
13.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
13.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
13.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
13.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
13.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
13.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
13.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
13.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
13.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
13.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
13.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
13.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
13.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
13.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
12.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
12.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
12.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
12.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
12.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
12.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
12.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
12.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
12.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
12.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
12.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
12.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
12.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
12.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
12.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
12.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
12.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
12.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
12.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
12.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
12.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
12.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
12.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
12.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
12.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
12.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
12.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
12.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
12.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
11.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
11.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
11.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
11.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
11.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
11.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
11.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
11.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
11.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
11.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
11.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
11.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
11.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
11.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
11.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
11.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
11.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
11.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
11.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
11.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
11.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
11.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
11.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
11.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
11.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
11.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
11.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
11.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
11.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
11.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
11.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
11.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
11.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
11.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
11.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
11.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
10.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
10.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
10.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
10.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
10.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
10.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
10.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
10.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
10.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
10.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
10.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
10.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
10.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
10.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
10.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
10.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
10.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
10.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
9.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
9.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
9.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
9.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
9.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
8.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
8.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
7.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
7.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.7
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.
RAB28 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
10.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
21.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
19.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
19.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
16.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
14.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
14.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
14.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
13.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
13.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
13.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
13.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
13.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
12.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
12.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
12.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
12.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
12.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
12.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
12.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
12.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
12.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
12.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
12.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
11.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
11.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
11.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
11.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
11.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
11.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
11.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
11.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
11.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
11.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
11.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
11.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
11.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
10.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
10.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
10.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
10.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
10.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
10.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
10.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
10.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
10.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
10.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
9.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
9.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
9.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
9.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
9.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
9.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
9.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
9.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
9.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
9.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
9.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
9.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
9.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
9.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
9.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
8.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
8.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
8.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
8.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
8.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
8.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
7.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
7.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
7.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
7.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
6.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
6.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
6.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
6.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
6.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
5.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
4.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
4.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.7
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.
RAB28 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
16.0
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
40.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
30.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
28.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
28.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
25.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
25.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
23.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
23.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
22.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
22.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
22.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
22.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
21.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
21.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
21.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
21.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
21.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
21.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
21.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
21.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
21.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
21.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
21.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
21.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
21.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
21.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
20.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
20.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
20.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
20.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
20.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
19.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
19.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
19.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
19.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
19.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
19.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
19.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
19.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
19.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
19.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
19.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
19.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
19.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
19.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
19.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
19.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
19.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
18.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
18.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
18.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
18.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
18.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
18.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
18.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
18.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
18.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
18.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
18.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
18.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
18.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
18.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
18.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
18.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
18.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
17.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
17.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
17.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
17.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
17.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
17.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
17.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
17.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
17.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
17.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
17.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
17.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
17.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
17.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
17.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
17.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
17.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
16.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
16.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
16.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
16.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
16.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
16.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
16.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
16.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
16.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
16.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
16.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
16.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
15.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
15.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
15.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
15.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
15.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
15.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
15.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
15.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
15.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
15.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
15.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
15.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
15.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
15.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
15.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
15.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
15.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
15.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
15.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
14.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
14.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
14.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
14.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
14.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
14.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
14.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
14.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
14.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
14.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
14.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
14.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
14.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
14.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
14.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
14.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
14.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
14.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
14.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
14.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
14.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
14.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
14.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
13.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
13.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
13.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
13.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
13.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
13.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
13.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
13.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
13.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
13.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
13.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
13.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
13.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
13.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
13.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
13.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
13.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
13.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
13.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
13.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
13.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
12.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
12.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
12.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
12.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
12.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
12.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
12.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
12.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
12.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
12.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
12.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
12.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
11.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
11.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
11.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
11.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
11.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
11.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
11.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
11.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
11.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
11.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
10.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
10.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
10.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
10.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
9.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
9.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
9.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
9.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
9.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
9.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
9.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
8.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
8.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
8.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
8.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
8.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
8.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
8.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
8.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
