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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.
GTF2E1 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
5.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
17.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
12.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
11.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
10.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
9.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
9.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
9.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
9.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
9.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
9.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
9.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
9.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
9.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
9.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
8.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
8.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
8.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
8.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
8.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
8.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
8.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
8.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
8.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
8.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
8.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
8.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
8.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
8.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
7.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
7.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
7.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
7.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
7.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
7.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
7.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
7.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
7.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
7.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
7.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
7.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
7.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
7.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
7.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
7.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
7.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
7.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
7.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
7.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
7.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
7.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
7.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
7.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
7.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
7.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
7.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
7.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
7.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
7.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
6.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
6.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
6.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
6.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
6.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
6.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
6.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
6.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
6.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
6.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
6.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
6.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
6.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
6.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
6.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
6.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
6.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
6.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
6.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
6.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
6.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
6.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
6.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
6.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
6.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
6.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
6.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
6.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
6.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
6.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
6.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
6.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
6.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
6.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
6.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
6.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
6.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
6.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
6.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
6.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
6.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
6.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
6.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
6.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
6.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
6.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
6.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
6.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
5.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
5.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
5.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
5.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
5.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
5.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
5.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
5.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
5.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
5.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
5.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
5.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
5.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
5.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
5.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
5.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
5.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
5.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
5.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
5.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
5.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
5.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
5.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
5.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
5.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
5.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
5.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
5.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
5.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
5.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
5.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
5.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
5.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
5.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
5.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
5.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
5.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
5.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
5.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
5.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
5.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
5.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
5.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
5.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
5.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
5.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
5.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
5.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
5.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
5.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
5.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
5.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
5.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
5.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
5.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
5.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
5.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
5.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
5.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
5.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
5.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
5.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
5.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
5.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
4.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
4.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
4.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
4.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
4.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
4.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
4.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
4.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
4.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
4.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
4.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
4.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
4.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
4.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
4.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
4.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
4.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
4.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
4.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
4.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
4.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
4.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
4.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
4.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
4.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
4.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
4.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
4.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
4.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
4.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
4.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
4.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
4.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
4.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
4.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
3.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
3.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
3.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
3.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
3.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
3.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
3.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
3.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
3.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
3.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
3.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
3.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
3.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
2.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 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.
GTF2E1 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
9.8
Number of samples
486
Samples
Sample
Description
TPM
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
19.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
18.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
18.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
17.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
17.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
16.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
16.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
16.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
15.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
15.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
15.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
15.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
15.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
15.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
15.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
15.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
15.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
14.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
14.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
14.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
14.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
14.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
14.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
14.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
14.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
14.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
14.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
14.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
13.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
13.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
13.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
13.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
13.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
13.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
13.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
13.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
13.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
13.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
13.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
13.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
13.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
13.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
13.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
13.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
13.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
13.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
13.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
13.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
13.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
12.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
12.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
12.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
12.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
12.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
12.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
12.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
12.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
12.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
12.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
12.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
12.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
12.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
12.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
12.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
12.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
12.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
12.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
12.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
12.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
12.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
12.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
12.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
12.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
12.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
12.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
11.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
11.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
11.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
11.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
11.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
11.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
11.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
11.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
11.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
11.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
11.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
11.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
11.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
11.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
11.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
11.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
11.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
11.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
11.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
11.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
11.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
11.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
11.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
11.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
11.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
11.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
11.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
11.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
11.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
11.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
11.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
11.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
11.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
11.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
11.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
11.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
11.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
11.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
11.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
11.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
11.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
11.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
11.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
11.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
11.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
11.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
11.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
10.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
10.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
10.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
10.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
10.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
10.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
10.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
10.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
10.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
10.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
10.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
10.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
10.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
10.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
10.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
10.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
10.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
10.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
10.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
10.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
10.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
10.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
10.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
10.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
10.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
10.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
10.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
10.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
10.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
10.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
10.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
10.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
10.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
10.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
10.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
10.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
10.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
10.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
10.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
10.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
10.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
10.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
10.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
10.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
10.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
10.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
10.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
10.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
10.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
10.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
10.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
10.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
10.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
10.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
10.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
10.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
10.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
10.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
10.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
10.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
10.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
10.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
10.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
10.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
10.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
10.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
10.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
10.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
10.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
10.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
10.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
10.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
10.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
10.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
9.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
9.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
9.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
9.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
9.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
9.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
9.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
9.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
9.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
9.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
9.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
9.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
9.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
9.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
9.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
9.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
9.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
9.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
9.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
9.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
9.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
9.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
9.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
9.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
9.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
9.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
9.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
9.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
9.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
9.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
9.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
9.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
9.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
9.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
9.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
9.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
9.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
9.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
9.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
9.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
9.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
9.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
9.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
9.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
9.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
9.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
9.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
9.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
9.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
9.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
9.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
9.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
9.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
9.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
9.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
9.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
9.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
9.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
9.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
9.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
9.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
9.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
9.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
9.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
9.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
9.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
9.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
9.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
9.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
9.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
9.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
9.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
9.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
9.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
9.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
9.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
9.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
9.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
9.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
9.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
9.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
9.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
9.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
9.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
9.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
8.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
8.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
8.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
8.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
8.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
8.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
8.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
8.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
8.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
8.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
8.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
8.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
8.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
8.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
8.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
8.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
8.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
8.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
8.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
8.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
8.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
8.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
8.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
8.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
8.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
8.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
8.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
8.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
8.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
8.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
8.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
8.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
8.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
8.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
8.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
8.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
8.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
8.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
8.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
8.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
8.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
8.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
8.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
8.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
8.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
8.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
8.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
8.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
8.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
8.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
8.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
8.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
8.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
8.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
8.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
8.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
8.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
8.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
8.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
8.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
8.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
8.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
8.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
8.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
8.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
8.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
8.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
8.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
8.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
8.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
8.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
8.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
8.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
8.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
8.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
8.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
8.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
8.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
8.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
8.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
8.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
8.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
8.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
8.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
8.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
8.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
8.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
8.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
8.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
8.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
8.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
8.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
8.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
8.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
8.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
8.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
8.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
8.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
8.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
8.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
8.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
8.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
8.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
8.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
7.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
7.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
7.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
7.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
7.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
7.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
7.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
7.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
7.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
7.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
7.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
7.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
7.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
7.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
7.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
7.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
7.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
7.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
7.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
7.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
7.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
7.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
7.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
7.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
7.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
7.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
7.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
7.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
7.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
7.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
7.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
7.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
7.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
7.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
7.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
7.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
7.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
7.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
7.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
7.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
7.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
7.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
7.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
7.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
7.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
7.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
7.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
7.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
7.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
7.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
7.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
7.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
7.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
7.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
7.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
7.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
7.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
7.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
7.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
6.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
6.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
6.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
6.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
6.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
6.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
6.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
6.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
6.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
6.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
6.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
6.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
6.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
6.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
6.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
6.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
6.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
6.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
6.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
6.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
6.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
6.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
6.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
6.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
6.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
5.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
5.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
5.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
5.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
4.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
4.4
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.
GTF2E1 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
6.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
13.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
11.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
10.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
10.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
9.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
9.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
9.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
9.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
9.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
8.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
8.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
8.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
8.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
8.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
8.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
7.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
7.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
7.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
7.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
7.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
7.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
7.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
7.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
7.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
7.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
7.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
7.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
7.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
6.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
6.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
6.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
6.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
6.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
6.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
6.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
6.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
6.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
6.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
6.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
6.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
6.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
6.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
6.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
6.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
6.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
6.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
6.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
6.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
6.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
5.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
5.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
5.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
5.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
5.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
5.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
5.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
5.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
5.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
5.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
5.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
5.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
5.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
5.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
5.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
5.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
4.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
4.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
4.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
4.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
4.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
4.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
4.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
4.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
4.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
3.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.3
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.
GTF2E1 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
10.3
Number of samples
207
Samples
Sample
Description
TPM
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
17.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
17.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
16.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
16.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
16.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
15.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
15.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
14.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
14.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
14.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
14.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
14.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
14.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
13.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
13.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
13.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
13.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
13.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
13.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
13.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
13.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
13.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
13.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
13.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
13.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
13.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
13.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
13.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
13.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
13.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
12.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
12.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
12.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
12.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
12.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
12.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
12.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
12.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
12.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
12.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
12.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
12.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
12.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
12.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
12.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
12.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
12.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
12.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
12.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
12.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
11.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
11.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
11.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
11.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
11.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
11.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
11.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
11.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
11.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
11.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
11.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
11.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
11.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
11.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
11.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
11.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
11.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
11.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
11.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
11.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
11.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
11.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
11.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
11.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
10.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
10.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
10.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
10.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
10.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
10.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
10.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
10.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
10.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
10.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
10.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
10.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
10.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
10.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
10.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
10.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
10.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
10.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
10.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
10.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
10.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
10.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
10.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
10.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
10.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
10.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
10.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
10.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
9.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
9.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
9.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
9.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
9.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
9.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
9.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
9.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
9.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
9.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
9.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
9.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
9.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
9.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
9.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
9.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
9.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
9.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
9.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
9.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
9.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
9.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
9.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
9.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
9.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
9.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
9.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
9.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
9.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
9.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
9.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
9.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
9.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
9.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
8.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
8.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
8.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
8.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
8.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
8.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
8.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
8.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
8.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
8.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
8.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
8.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
8.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
8.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
8.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
8.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
8.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
8.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
8.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
8.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
8.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
8.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
8.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
8.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
8.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
8.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
8.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
8.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
8.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
8.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
8.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
8.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
8.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
8.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
8.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
8.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
7.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
7.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
7.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
7.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
7.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
7.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
7.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
7.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
7.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
7.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
7.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
7.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
7.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
7.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
7.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
7.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
7.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
7.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
7.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
7.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
6.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
6.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
6.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
6.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
5.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
5.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.8
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.7
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.7
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.7
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.6
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.6
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.6
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.5
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.5
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.5
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.5
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.5
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.5
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.5
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.5
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.4
43192517-085e-450e-9481-0a6713_D3
Tumor
0.4
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.4
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.4
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.4
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.4
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.4
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.4
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.4
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.4
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Tumor
0.4
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Tumor
0.3
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Normal
0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.3
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.3
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.2
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Tumor
0.2
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Tumor
0.2
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Normal
0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.2
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Tumor
0.2
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Tumor
0.2
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Normal
0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.2
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Normal
0.2
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Tumor
0.2
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Tumor
0.2
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Normal
0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Normal
0.2
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Tumor
0.2
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.0
b2400046-1d25-429d-a821-6040a6
Tumor
0.0
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Tumor
0.0
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Tumor
0.0
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.0
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Normal
0.0
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.0
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Tumor
0.0
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Tumor
0.0
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.0
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
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Normal
0.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.0
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.0
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.0
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.0
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.3
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.3
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.3
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.3
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.3
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.3
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.4
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.4
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.4
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.4
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.4
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.4
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.4
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.4
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.4
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.4
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.5
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.5
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.5
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.5
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.5
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.5
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.5
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.5
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.6
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.6
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.6
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.6
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.6
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.7
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.7
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.7
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.9
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
