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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.
RAB2B 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
5.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
12.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
11.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
10.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
9.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
9.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
9.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
9.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
8.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
8.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
8.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
8.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
8.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
8.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
8.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
8.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
8.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
7.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
7.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
7.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
7.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
7.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
7.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
7.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
7.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
7.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
7.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
7.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
7.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
7.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
7.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
7.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
7.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
7.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
7.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
7.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
6.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
6.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
6.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
6.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
6.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
6.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
6.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
6.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
6.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
6.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
6.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
6.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
6.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
6.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
6.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
6.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
6.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
6.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
6.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
6.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
6.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
6.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
6.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
6.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
6.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
6.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
6.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
6.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
6.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
6.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
6.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
6.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
6.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
6.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
6.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
6.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
6.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
6.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
6.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
6.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
6.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
6.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
6.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
6.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
6.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
6.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
6.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
6.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
6.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
6.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
6.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
5.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
5.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
5.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
5.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
5.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
5.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
5.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
5.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
5.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
5.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
5.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
5.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
5.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
5.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
5.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
5.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
5.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
5.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
5.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
5.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
5.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
5.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
5.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
5.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
5.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
5.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
5.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
5.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
5.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
5.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
5.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
5.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
5.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
5.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
5.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
5.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
5.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
5.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
5.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
5.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
5.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
5.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
5.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
5.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
5.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
5.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
5.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
5.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
5.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
5.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
4.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
4.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
4.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
4.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
4.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
4.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
4.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
4.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
4.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
4.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
4.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
4.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
4.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
4.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
4.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
4.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
4.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
4.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
4.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
4.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
4.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
4.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
4.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
4.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
4.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
4.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
4.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
4.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
4.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
4.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
4.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
4.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
4.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
4.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
4.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
4.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
4.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
4.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
4.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
4.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
4.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
4.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
4.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
4.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
4.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
4.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
4.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
4.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
3.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
3.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
3.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
3.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
3.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
3.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
3.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
3.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
3.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
3.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
3.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
3.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
3.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
3.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
3.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
3.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
3.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
3.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
3.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
3.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
3.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
3.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
3.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
3.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
3.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
3.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
3.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
3.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
3.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
3.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
3.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
3.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
2.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
2.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
2.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
2.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
2.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
2.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
2.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
2.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 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.
RAB2B 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
12.5
Number of samples
486
Samples
Sample
Description
TPM
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
37.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
28.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
26.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
25.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
22.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
20.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
20.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
20.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
20.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
20.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
20.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
19.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
19.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
18.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
18.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
18.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
18.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
18.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
18.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
18.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
18.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
18.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
17.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
17.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
17.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
17.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
17.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
17.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
17.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
17.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
17.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
16.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
16.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
16.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
16.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
16.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
16.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
16.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
16.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
16.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
16.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
16.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
16.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
16.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
16.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
16.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
16.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
16.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
16.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
15.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
15.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
15.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
15.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
15.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
15.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
15.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
15.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
15.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
15.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
15.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
15.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
15.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
15.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
15.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
15.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
15.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
15.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
15.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
15.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
15.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
15.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
15.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
15.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
15.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
15.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
15.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
15.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
15.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
15.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
15.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
14.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
14.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
14.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
14.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
14.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
14.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
14.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
14.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
14.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
14.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
14.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
14.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
14.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
14.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
14.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
14.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
14.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
14.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
14.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
14.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
14.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
14.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
14.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
14.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
14.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
14.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
14.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
14.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
14.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
14.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
14.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
14.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
14.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
14.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
14.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
14.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
14.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
14.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
14.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
14.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
14.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
14.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
14.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
14.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
14.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
14.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
14.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
13.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
13.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
13.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
13.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
13.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
13.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
13.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
13.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
13.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
13.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
13.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
13.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
13.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
13.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
13.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
13.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
13.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
13.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
13.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
13.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
13.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
13.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
13.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
13.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
13.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
13.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
13.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
13.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
13.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
13.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
13.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
13.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
13.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
13.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
13.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
13.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
13.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
13.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
13.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
13.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
13.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
13.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
13.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
13.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
13.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
13.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
13.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
13.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
13.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
13.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
13.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
13.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
13.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
13.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
13.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
13.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
13.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
13.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
13.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
13.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
13.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
13.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
13.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
13.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
13.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
13.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
13.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
13.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
13.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
13.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
13.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
13.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
12.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
12.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
12.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
12.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
12.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
12.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
12.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
12.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
12.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
12.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
12.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
12.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
12.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
12.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
12.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
12.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
12.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
12.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
12.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
12.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
12.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
12.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
12.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
12.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
12.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
12.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
12.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
12.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
12.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
12.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
12.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
12.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
12.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
12.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
12.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
12.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
12.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
12.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
12.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
12.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
12.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
12.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
12.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
12.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
12.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
12.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
12.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
12.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
12.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
12.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
12.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
12.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
12.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
12.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
12.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
12.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
12.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
12.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
12.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
12.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
12.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
12.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
12.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
12.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
12.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
11.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
11.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
11.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
11.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
11.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
11.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
11.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
11.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
11.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
11.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
11.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
11.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
11.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
11.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
11.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
11.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
11.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
11.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
11.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
11.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
11.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
11.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
11.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
11.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
11.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
11.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
11.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
11.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
11.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
11.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
11.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
11.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
11.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
11.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
11.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
11.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
11.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
11.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
11.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
11.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
11.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
11.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
11.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
11.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
11.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
11.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
11.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
11.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
11.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
11.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
11.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
11.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
11.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
11.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
11.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
11.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
11.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
11.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
11.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
11.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
11.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
11.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
10.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
10.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
10.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
10.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
10.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
10.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
10.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
10.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
10.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
10.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
10.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
10.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
10.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
10.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
10.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
10.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
10.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
10.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
10.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
10.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
10.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
10.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
10.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
10.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
10.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
10.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
10.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
10.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
10.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
10.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
10.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
10.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
10.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
10.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
10.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
10.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
10.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
10.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
10.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
10.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
10.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
10.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
10.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
10.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
10.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
10.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
10.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
10.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
10.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
10.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
9.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
9.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
9.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
9.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
9.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
9.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
9.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
9.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
9.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
9.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
9.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
9.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
9.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
9.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
9.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
9.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
9.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
9.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
9.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
9.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
9.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
9.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
9.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
9.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
9.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
9.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
9.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
9.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
9.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
9.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
9.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
9.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
9.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
9.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
9.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
9.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
9.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
9.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
9.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
9.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
9.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
9.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
9.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
8.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
8.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
8.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
8.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
8.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
8.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
8.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
8.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
8.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
8.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
8.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
8.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
8.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
8.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
8.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
8.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
8.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
8.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
8.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
8.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
8.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
8.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
8.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
8.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
8.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
7.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
7.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
7.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
7.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
7.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
7.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
7.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
7.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
7.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
7.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
7.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
6.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
6.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
6.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
6.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
6.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
6.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
5.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
5.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RAB2B 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
5.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
10.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
10.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
9.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
8.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
8.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
8.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
8.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
7.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
7.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
7.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
7.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
7.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
7.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
6.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
6.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
6.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
6.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
6.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
6.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
6.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
6.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
6.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
6.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
6.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
6.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
5.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
5.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
5.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
5.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
5.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
5.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
5.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
5.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
5.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
5.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
5.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
5.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
5.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
5.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
5.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
5.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
5.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
5.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
4.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
4.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
4.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
4.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
4.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
4.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
4.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
4.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
4.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
4.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
4.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
4.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
4.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
4.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
4.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
4.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
4.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
4.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
3.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
3.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
3.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
3.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
3.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
3.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
3.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
3.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
3.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
3.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
3.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
3.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
3.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
3.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
3.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
3.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
2.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
2.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
2.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
2.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RAB2B 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
11.9
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
20.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
20.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
19.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
19.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
18.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
18.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
17.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
17.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
17.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
17.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
17.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
16.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
16.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
16.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
16.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
16.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
16.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
16.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
16.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
15.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
15.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
15.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
15.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
15.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
15.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
15.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
14.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
14.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
14.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
14.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
14.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
14.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
14.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
14.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
14.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
14.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
14.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
14.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
14.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
14.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
13.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
13.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
13.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
13.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
13.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
13.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
13.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
13.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
13.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
13.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
13.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
13.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
13.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
13.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
13.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
13.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
13.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
13.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
13.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
13.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
13.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
13.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
13.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
13.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
13.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
13.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
13.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
13.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
13.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
13.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
12.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
12.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
12.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
12.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
12.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
12.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
12.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
12.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
12.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
12.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
12.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
12.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
12.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
12.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
12.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
12.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
12.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
12.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
12.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
12.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
12.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
12.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
12.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
12.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
11.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
11.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
11.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
11.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
11.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
11.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
11.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
11.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
11.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
11.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
11.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
11.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
11.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
11.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
11.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
11.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
11.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
11.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
11.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
11.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
11.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
11.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
11.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
11.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
11.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
11.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
10.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
10.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
10.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
10.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
10.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
10.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
10.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
10.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
10.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
10.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
10.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
10.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
10.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
10.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
10.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
10.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
10.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
10.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
10.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
10.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
10.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
10.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
10.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
10.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
10.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
10.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
10.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
10.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
10.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
10.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
10.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
9.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
9.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
9.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
9.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
9.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
9.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
9.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
9.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
9.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
9.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
9.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
9.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
9.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
9.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
9.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
9.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
9.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
9.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
9.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
9.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
9.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
9.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
9.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
9.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
9.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
9.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
9.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
8.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
8.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
8.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
8.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
8.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
8.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
8.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
8.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
8.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
8.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
8.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
7.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
7.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
7.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
6.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
6.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
6.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
6.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
5.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.7
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.5
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.5
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.5
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.5
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.4
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.4
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.4
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.4
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.4
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.3
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.3
8cc7e656-0152-4359-8566-0581c3
Tumor
0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.3
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.3
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.2
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.1
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.0
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.0
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.0
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.0
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.0
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.0
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.0
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.0
963fc8db-f412-4427-a198-23f660_D2
Normal
0.0
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.0
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.0
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.0
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.0
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.0
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.0
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.0
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.0
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.0
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.2
b2400046-1d25-429d-a821-6040a6
Tumor
-0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.3
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.3
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.3
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.4
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.4
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.5
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
