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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.
RAB8B is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
5.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
29.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
22.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
19.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
17.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
15.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
13.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
13.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
12.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
12.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
12.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
12.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
11.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
11.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
11.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
10.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
10.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
10.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
9.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
9.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
9.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
9.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
9.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
9.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
9.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
8.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
8.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
8.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
8.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
8.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
8.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
7.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
7.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
7.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
7.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
7.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
7.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
7.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
7.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
7.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
7.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
7.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
7.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
7.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
7.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
7.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
7.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
7.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
6.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
6.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
6.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
6.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
6.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
6.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
6.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
6.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
6.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
6.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
6.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
6.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
6.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
6.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
6.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
6.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
6.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
6.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
6.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
6.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
6.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
5.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
5.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
5.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
5.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
5.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
5.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
5.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
5.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
5.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
5.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
5.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
5.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
5.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
5.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
5.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
5.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
5.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
5.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
5.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
5.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
5.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
5.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
5.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
5.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
5.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
5.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
5.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
5.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
5.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
4.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
4.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
4.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
4.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
4.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
4.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
4.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
4.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
4.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
4.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
4.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
4.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
4.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
4.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
4.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
4.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
4.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
4.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
4.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
4.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
4.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
4.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
4.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
4.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
4.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
4.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
4.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
4.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
4.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
4.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
4.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
4.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
4.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
4.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
4.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
4.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
4.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
4.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
4.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
3.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
3.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
3.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
3.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
3.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
3.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
3.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
3.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
3.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
3.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
3.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
3.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
3.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
3.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
3.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
3.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
3.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
3.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
3.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
3.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
3.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
3.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
3.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
3.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
3.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
3.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
3.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
3.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
3.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
3.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
3.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
3.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
3.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
3.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
3.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
3.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
3.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
3.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
3.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
3.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
3.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
3.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
3.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
3.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
3.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
2.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
2.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
2.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
2.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
2.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
2.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
2.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
2.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
2.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
2.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
2.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
2.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
2.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
2.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
2.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
2.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
2.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
2.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
2.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
2.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
2.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
2.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
2.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
2.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
2.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
2.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
2.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
2.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
2.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
2.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
2.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
2.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
2.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
1.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
1.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
1.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
1.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
1.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
1.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
1.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
1.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
1.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
1.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
1.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
1.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
1.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
1.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
1.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
1.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 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.
RAB8B 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
15.5
Number of samples
486
Samples
Sample
Description
TPM
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
57.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
39.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
37.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
36.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
34.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
34.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
33.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
33.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
33.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
32.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
32.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
32.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
32.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
31.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
31.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
30.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
30.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
29.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
29.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
29.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
29.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
29.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
28.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
28.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
28.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
28.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
28.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
27.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
27.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
27.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
27.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
27.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
27.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
27.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
27.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
27.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
26.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
26.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
26.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
26.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
26.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
25.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
25.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
25.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
25.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
25.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
25.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
25.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
24.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
24.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
24.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
24.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
23.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
23.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
23.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
23.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
23.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
23.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
23.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
23.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
23.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
23.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
22.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
22.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
22.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
22.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
22.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
22.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
22.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
22.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
22.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
22.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
22.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
22.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
22.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
21.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
21.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
21.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
21.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
21.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
21.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
21.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
21.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
21.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
21.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
21.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
21.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
21.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
21.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
21.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
21.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
21.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
21.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
21.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
21.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
21.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
20.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
20.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
20.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
20.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
20.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
20.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
20.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
20.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
20.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
20.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
20.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
20.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
20.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
20.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
20.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
20.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
20.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
20.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
20.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
19.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
19.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
19.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
19.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
19.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
19.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
19.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
19.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
19.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
19.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
19.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
19.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
19.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
19.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
18.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
18.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
18.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
18.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
18.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
18.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
18.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
18.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
18.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
18.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
18.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
18.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
18.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
18.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
18.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
18.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
18.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
18.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
18.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
18.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
18.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
18.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
18.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
18.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
18.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
18.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
17.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
17.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
17.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
17.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
17.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
17.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
17.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
17.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
17.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
17.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
17.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
17.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
17.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
17.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
17.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
17.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
17.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
17.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
17.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
17.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
17.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
17.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
16.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
16.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
16.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
16.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
16.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
16.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
16.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
16.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
16.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
16.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
16.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
16.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
16.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
16.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
16.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
16.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
16.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
15.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
15.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
15.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
15.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
15.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
15.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
15.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
15.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
15.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
15.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
15.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
15.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
15.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
15.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
15.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
15.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
15.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
15.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
15.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
15.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
15.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
15.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
14.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
14.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
14.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
14.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
14.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
14.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
14.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
14.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
14.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
14.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
14.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
14.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
14.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
14.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
14.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
14.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
14.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
14.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
14.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
14.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
14.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
14.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
14.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
14.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
14.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
14.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
14.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
14.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
14.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
13.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
13.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
13.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
13.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
13.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
13.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
13.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
13.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
13.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
13.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
13.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
13.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
13.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
13.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
13.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
13.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
13.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
13.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
13.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
13.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
13.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
13.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
13.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
13.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
13.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
13.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
13.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
13.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
13.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
13.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
12.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
12.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
12.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
12.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
12.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
12.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
12.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
12.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
12.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
12.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
12.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
12.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
12.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
12.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
12.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
12.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
12.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
12.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
12.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
12.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
12.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
12.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
12.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
12.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
12.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
12.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
12.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
12.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
12.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
12.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
12.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
12.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
12.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
11.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
11.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
11.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
11.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
11.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
11.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
11.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
11.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
11.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
11.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
11.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
11.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
11.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
11.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
11.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
11.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
11.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
11.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
11.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
11.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
11.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
11.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
11.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
11.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
11.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
11.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
11.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
11.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
11.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
10.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
10.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
10.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
10.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
10.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
10.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
10.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
10.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
10.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
10.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
10.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
10.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
10.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
10.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
10.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
10.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
10.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
10.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
10.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
10.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
10.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
10.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
10.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
10.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
10.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
10.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
10.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
10.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
10.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
10.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
10.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
10.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
10.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
10.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
10.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
10.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
10.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
10.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
10.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
10.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
10.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
10.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
10.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
9.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
9.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
9.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
9.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
9.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
9.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
9.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
9.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
9.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
9.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
9.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
9.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
9.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
9.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
9.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
9.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
9.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
9.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
9.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
9.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
9.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
9.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
8.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
8.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
8.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
8.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
8.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
8.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
8.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
8.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
8.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
8.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
8.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
8.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
8.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
8.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
8.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
8.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
8.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
7.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
7.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
7.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
7.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
7.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
7.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
7.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
7.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
7.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
7.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
7.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
7.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
7.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
7.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
7.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
7.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
7.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
6.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
6.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
6.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
6.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
6.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
6.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
6.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
6.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
6.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
6.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
6.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
6.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
6.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
6.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
6.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
6.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
5.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
5.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
5.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
5.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
5.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
5.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
5.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
5.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
5.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
5.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
5.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
5.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
4.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
4.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
4.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
3.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
2.0
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RAB8B is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
4.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
13.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
12.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
11.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
10.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
9.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
9.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
9.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
8.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
8.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
8.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
8.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
7.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
7.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
7.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
6.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
6.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
6.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
6.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
6.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
5.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
5.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
5.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
5.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
5.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
5.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
5.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
5.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
5.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
5.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
5.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
5.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
4.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
4.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
4.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
4.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
4.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
4.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
4.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
4.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
4.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
4.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
4.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
4.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
4.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
4.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
4.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
4.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
4.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
3.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
3.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
3.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
3.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
3.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
3.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
3.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
3.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
3.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
3.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
3.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
3.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
3.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
3.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
3.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
3.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
3.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
3.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
3.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
3.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
2.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
2.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
2.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
2.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
2.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
1.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
1.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
1.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.0
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.
RAB8B is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
14.9
Number of samples
207
Samples
Sample
Description
TPM
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
50.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
35.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
34.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
33.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
32.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
30.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
29.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
29.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
29.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
27.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
27.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
26.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
26.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
25.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
24.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
24.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
24.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
24.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
23.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
23.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
21.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
21.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
21.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
21.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
21.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
21.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
20.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
20.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
20.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
20.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
20.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
20.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
20.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
20.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
20.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
19.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
19.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
19.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
19.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
19.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
19.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
19.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
19.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
18.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
18.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
18.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
18.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
18.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
18.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
18.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
18.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
18.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
18.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
18.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
18.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
17.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
17.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
17.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
17.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
17.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
17.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
17.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
17.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
17.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
17.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
16.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
16.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
16.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
16.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
16.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
15.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
15.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
15.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
15.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
15.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
15.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
15.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
15.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
15.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
15.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
15.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
14.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
14.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
14.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
14.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
14.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
14.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
14.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
14.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
14.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
14.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
14.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
14.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
14.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
14.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
14.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
14.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
13.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
13.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
13.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
13.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
13.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
13.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
13.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
13.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
13.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
13.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
13.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
13.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
12.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
12.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
12.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
12.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
12.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
12.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
12.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
12.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
12.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
12.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
12.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
12.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
12.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
12.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
12.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
12.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
12.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
12.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
12.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
11.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
11.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
11.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
11.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
11.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
11.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
11.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
11.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
11.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
11.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
11.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
11.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
11.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
11.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
11.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
11.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
11.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
10.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
10.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
10.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
10.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
10.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
10.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
10.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
10.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
10.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
10.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
10.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
10.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
10.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
10.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
10.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
10.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
10.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
10.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
10.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
10.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
10.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
9.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
9.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
9.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
9.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
9.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
8.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
8.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
8.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
8.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
8.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
8.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
8.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
8.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
8.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
8.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
7.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
7.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
7.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
7.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
7.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
7.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
6.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
6.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
6.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
6.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
5.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
5.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
5.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
4.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
1.0
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.7
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.6
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.6
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.5
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.5
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.4
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.4
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.4
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.4
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.4
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.4
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.3
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.3
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.3
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.3
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.3
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.3
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.3
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.3
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.3
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.3
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.3
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.2
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.2
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.0
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.0
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.0
963fc8db-f412-4427-a198-23f660_D2
Normal
0.0
b2400046-1d25-429d-a821-6040a6
Tumor
0.0
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.0
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.0
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
82157a70-12f1-4913-b548-d98881_D2
Normal
0.0
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.0
1c070992-647b-4173-a481-904c4d_D2
Normal
0.0
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.2
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.3
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.3
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.3
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.3
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.3
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.4
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
