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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.
TRAF6 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
4.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
15.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
9.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
9.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
8.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
8.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
8.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
7.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
7.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
7.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
7.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
7.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
7.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
7.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
6.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
6.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
6.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
6.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
6.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
6.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
6.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
6.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
6.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
6.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
6.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
5.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
5.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
5.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
5.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
5.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
5.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
5.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
5.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
5.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
5.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
5.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
5.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
5.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
5.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
5.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
5.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
5.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
5.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
5.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
5.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
5.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
5.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
5.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
5.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
5.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
5.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
5.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
5.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
5.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
5.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
5.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
5.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
5.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
5.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
5.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
5.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
4.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
4.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
4.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
4.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
4.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
4.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
4.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
4.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
4.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
4.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
4.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
4.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
4.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
4.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
4.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
4.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
4.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
4.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
4.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
4.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
4.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
4.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
4.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
4.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
4.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
4.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
4.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
4.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
4.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
4.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
4.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
4.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
4.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
4.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
4.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
4.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
4.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
4.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
4.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
4.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
4.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
4.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
4.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
4.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
4.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
4.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
4.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
4.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
4.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
4.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
4.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
4.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
4.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
4.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
4.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
4.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
4.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
4.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
4.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
4.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
3.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
3.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
3.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
3.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
3.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
3.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
3.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
3.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
3.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
3.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
3.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
3.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
3.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
3.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
3.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
3.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
3.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
3.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
3.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
3.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
3.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
3.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
3.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
3.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
3.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
3.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
3.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
3.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
3.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
3.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
3.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
3.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
3.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
3.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
3.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
3.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
3.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
3.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
3.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
3.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
3.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
3.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
3.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
3.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
3.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
3.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
3.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
3.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
3.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
3.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
3.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
3.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
3.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
3.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
3.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
3.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
3.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
3.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
3.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
3.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
3.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
3.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
3.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
3.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
3.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
3.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
3.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
3.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
3.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
3.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
3.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
3.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
3.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
3.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
3.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
3.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
3.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
2.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
2.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
2.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
2.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
2.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
2.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
2.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
2.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
2.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
2.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
2.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
2.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
2.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
2.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
2.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
2.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
2.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
2.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
2.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
2.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
2.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
2.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
2.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
2.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
2.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
2.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
2.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
2.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
2.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
2.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
2.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
2.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
2.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
1.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
1.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
1.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 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.
TRAF6 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
12.7
Number of samples
486
Samples
Sample
Description
TPM
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
26.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
23.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
22.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
21.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
20.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
20.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
19.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
19.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
18.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
18.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
18.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
18.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
18.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
17.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
17.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
17.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
17.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
17.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
17.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
17.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
17.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
17.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
17.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
17.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
17.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
17.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
17.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
17.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
16.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
16.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
16.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
16.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
16.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
16.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
16.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
16.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
16.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
16.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
16.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
16.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
16.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
16.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
16.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
16.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
16.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
15.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
15.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
15.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
15.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
15.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
15.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
15.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
15.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
15.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
15.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
15.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
15.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
15.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
15.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
15.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
15.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
15.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
15.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
15.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
15.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
15.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
15.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
15.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
15.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
15.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
15.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
15.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
15.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
15.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
15.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
15.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
15.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
15.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
15.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
15.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
14.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
14.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
14.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
14.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
14.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
14.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
14.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
14.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
14.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
14.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
14.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
14.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
14.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
14.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
14.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
14.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
14.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
14.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
14.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
14.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
14.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
14.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
14.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
14.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
14.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
14.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
14.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
14.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
14.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
14.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
14.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
14.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
14.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
14.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
14.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
14.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
14.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
14.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
14.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
14.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
14.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
14.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
14.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
14.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
14.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
14.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
14.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
14.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
14.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
14.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
14.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
14.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
14.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
14.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
14.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
14.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
13.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
13.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
13.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
13.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
13.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
13.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
13.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
13.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
13.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
13.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
13.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
13.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
13.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
13.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
13.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
13.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
13.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
13.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
13.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
13.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
13.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
13.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
13.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
13.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
13.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
13.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
13.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
13.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
13.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
13.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
13.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
13.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
13.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
13.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
13.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
13.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
13.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
13.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
13.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
13.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
13.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
13.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
13.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
13.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
13.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
13.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
13.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
13.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
13.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
13.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
13.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
13.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
13.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
13.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
13.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
13.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
13.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
13.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
13.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
13.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
13.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
13.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
13.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
13.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
13.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
13.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
13.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
13.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
13.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
13.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
13.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
13.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
13.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
13.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
13.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
12.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
12.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
12.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
12.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
12.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
12.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
12.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
12.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
12.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
12.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
12.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
12.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
12.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
12.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
12.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
12.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
12.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
12.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
12.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
12.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
12.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
12.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
12.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
12.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
12.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
12.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
12.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
12.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
12.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
12.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
12.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
12.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
12.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
12.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
12.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
12.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
12.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
12.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
12.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
12.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
12.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
12.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
12.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
12.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
12.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
12.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
12.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
12.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
12.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
12.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
12.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
12.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
12.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
12.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
12.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
12.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
12.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
12.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
12.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
12.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
12.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
12.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
12.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
12.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
12.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
12.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
12.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
12.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
12.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
12.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
12.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
12.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
12.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
12.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
12.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
12.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
12.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
12.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
11.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
11.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
11.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
11.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
11.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
11.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
11.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
11.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
11.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
11.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
11.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
11.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
11.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
11.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
11.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
11.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
11.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
11.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
11.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
11.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
11.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
11.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
11.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
11.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
11.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
11.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
11.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
11.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
11.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
11.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
11.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
11.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
11.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
11.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
11.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
11.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
11.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
11.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
11.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
11.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
11.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
11.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
11.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
11.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
11.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
11.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
11.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
11.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
11.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
11.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
11.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
11.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
11.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
11.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
11.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
11.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
11.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
11.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
11.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
11.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
11.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
11.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
11.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
11.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
11.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
11.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
11.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
11.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
11.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
11.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
11.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
11.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
11.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
11.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
11.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
11.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
11.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
11.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
11.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
11.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
11.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
11.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
10.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
10.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
10.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
10.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
10.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
10.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
10.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
10.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
10.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
10.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
10.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
10.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
10.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
10.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
10.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
10.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
10.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
10.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
10.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
10.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
10.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
10.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
10.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
10.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
10.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
10.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
10.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
10.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
10.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
10.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
10.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
10.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
10.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
10.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
10.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
10.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
10.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
10.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
10.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
10.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
10.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
10.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
10.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
10.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
10.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
10.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
10.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
10.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
10.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
10.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
9.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
9.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
9.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
9.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
9.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
9.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
9.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
9.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
9.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
9.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
9.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
9.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
9.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
9.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
9.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
9.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
9.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
9.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
9.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
9.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
9.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
9.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
9.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
9.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
9.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
9.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
9.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
9.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
9.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
8.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
8.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
8.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
8.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
8.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
8.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
8.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
8.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
7.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
7.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
7.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
6.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
6.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
6.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
6.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
6.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
6.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
5.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
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.
TRAF6 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
4.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
7.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
7.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
7.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
6.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
6.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
6.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
6.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
6.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
6.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
6.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
6.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
6.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
6.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
5.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
5.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
5.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
5.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
5.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
5.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
5.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
5.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
5.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
5.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
5.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
5.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
5.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
5.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
5.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
5.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
4.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
4.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
4.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
4.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
4.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
4.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
4.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
4.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
4.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
4.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
4.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
4.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
4.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
4.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
4.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
4.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
4.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
4.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
4.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
4.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
4.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
4.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
4.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
3.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
3.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
3.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
3.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
3.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
3.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
3.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
3.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
3.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
3.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
3.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
3.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
3.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
3.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
3.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
3.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
3.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
3.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
3.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
2.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
2.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
2.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
2.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
2.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
2.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
2.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TRAF6 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
12.5
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
26.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
22.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
19.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
19.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
18.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
17.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
17.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
17.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
17.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
17.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
17.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
16.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
16.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
16.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
16.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
16.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
16.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
16.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
15.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
15.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
15.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
15.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
15.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
15.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
15.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
15.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
15.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
14.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
14.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
14.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
14.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
14.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
14.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
14.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
14.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
14.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
14.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
14.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
14.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
14.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
14.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
14.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
14.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
14.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
14.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
14.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
14.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
13.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
13.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
13.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
13.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
13.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
13.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
13.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
13.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
13.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
13.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
13.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
13.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
13.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
13.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
13.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
13.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
13.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
13.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
13.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
13.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
13.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
13.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
13.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
13.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
13.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
13.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
12.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
12.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
12.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
12.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
12.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
12.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
12.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
12.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
12.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
12.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
12.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
12.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
12.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
12.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
12.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
12.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
12.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
12.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
12.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
12.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
12.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
12.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
12.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
12.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
12.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
12.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
12.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
12.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
12.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
12.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
12.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
12.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
12.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
12.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
12.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
12.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
12.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
12.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
12.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
12.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
12.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
12.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
12.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
11.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
11.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
11.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
11.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
11.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
11.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
11.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
11.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
11.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
11.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
11.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
11.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
11.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
11.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
11.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
11.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
11.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
11.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
11.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
11.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
11.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
11.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
11.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
11.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
11.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
11.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
11.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
11.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
11.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
11.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
11.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
10.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
10.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
10.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
10.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
10.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
10.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
10.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
10.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
10.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
10.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
10.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
10.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
10.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
10.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
10.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
10.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
10.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
10.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
10.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
10.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
10.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
10.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
10.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
10.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
10.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
9.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
9.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
9.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
9.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
9.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
9.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
9.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
9.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
9.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
9.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
9.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
8.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
8.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
8.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
8.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
8.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
7.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
7.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
7.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
6.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.7
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.7
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.7
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.7
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.6
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.6
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.6
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.6
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.5
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.5
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.5
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.5
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.5
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.5
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.5
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.4
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.4
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.4
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.4
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.4
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.4
1c070992-647b-4173-a481-904c4d_D2
Normal
0.4
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.3
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.3
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.3
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.3
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.3
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.3
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.2
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.2
b2400046-1d25-429d-a821-6040a6
Tumor
0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.1
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.0
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.0
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.0
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.0
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.0
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.0
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.0
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.0
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.0
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.3
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.3
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.3
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.4
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.4
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.4
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.4
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.4
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.4
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.4
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.4
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.4
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.4
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.4
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.5
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.5
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.7
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
