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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.
NHEJ1 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
7.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
25.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
17.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
15.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
14.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
14.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
13.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
13.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
12.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
12.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
12.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
12.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
12.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
12.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
12.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
12.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
12.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
11.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
11.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
11.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
11.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
11.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
11.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
11.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
11.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
11.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
10.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
10.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
10.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
10.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
10.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
10.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
10.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
10.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
10.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
10.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
10.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
10.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
10.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
9.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
9.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
9.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
9.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
9.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
9.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
9.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
9.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
9.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
9.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
9.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
9.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
9.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
9.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
9.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
9.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
9.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
9.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
9.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
9.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
9.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
9.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
9.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
9.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
9.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
9.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
9.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
9.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
9.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
9.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
9.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
8.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
8.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
8.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
8.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
8.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
8.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
8.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
8.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
8.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
8.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
8.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
8.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
8.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
8.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
8.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
8.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
8.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
8.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
8.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
8.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
8.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
8.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
8.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
7.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
7.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
7.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
7.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
7.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
7.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
7.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
7.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
7.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
7.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
7.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
7.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
7.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
7.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
7.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
7.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
7.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
7.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
7.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
7.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
7.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
7.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
7.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
7.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
7.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
7.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
7.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
7.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
7.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
7.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
7.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
7.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
7.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
7.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
7.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
7.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
7.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
7.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
7.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
7.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
7.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
7.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
7.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
7.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
7.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
7.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
7.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
7.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
6.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
6.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
6.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
6.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
6.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
6.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
6.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
6.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
6.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
6.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
6.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
6.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
6.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
6.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
6.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
6.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
6.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
6.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
6.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
6.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
6.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
6.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
6.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
6.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
6.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
6.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
6.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
6.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
6.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
6.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
6.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
6.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
6.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
6.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
6.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
6.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
6.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
6.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
6.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
6.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
6.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
6.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
5.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
5.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
5.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
5.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
5.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
5.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
5.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
5.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
5.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
5.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
5.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
5.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
5.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
5.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
5.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
5.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
5.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
5.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
5.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
5.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
5.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
5.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
5.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
5.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
5.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
5.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
5.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
5.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
5.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
5.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
5.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
5.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
5.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
5.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
4.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
4.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
4.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
4.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
4.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
4.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
4.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
4.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
4.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
4.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
4.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
4.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
3.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
3.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
3.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
3.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
3.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 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.
NHEJ1 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
13.1
Number of samples
486
Samples
Sample
Description
TPM
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
24.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
24.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
23.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
22.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
22.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
21.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
21.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
21.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
21.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
20.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
20.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
20.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
20.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
20.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
19.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
19.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
19.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
19.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
19.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
19.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
19.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
19.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
19.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
18.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
18.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
18.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
18.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
18.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
18.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
18.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
18.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
18.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
18.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
18.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
17.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
17.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
17.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
17.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
17.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
17.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
17.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
17.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
17.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
17.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
17.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
17.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
17.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
17.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
17.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
17.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
17.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
17.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
17.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
17.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
17.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
17.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
17.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
17.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
17.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
17.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
17.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
16.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
16.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
16.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
16.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
16.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
16.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
16.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
16.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
16.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
16.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
16.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
16.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
16.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
16.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
16.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
16.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
16.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
16.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
16.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
16.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
16.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
16.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
16.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
16.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
16.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
15.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
15.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
15.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
15.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
15.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
15.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
15.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
15.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
15.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
15.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
15.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
15.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
15.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
15.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
15.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
15.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
15.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
15.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
15.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
15.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
15.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
15.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
15.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
15.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
15.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
15.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
15.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
15.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
15.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
15.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
15.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
15.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
15.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
15.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
15.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
15.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
15.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
15.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
15.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
15.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
15.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
15.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
15.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
15.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
15.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
15.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
15.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
15.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
14.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
14.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
14.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
14.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
14.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
14.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
14.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
14.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
14.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
14.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
14.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
14.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
14.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
14.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
14.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
14.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
14.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
14.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
14.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
14.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
14.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
14.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
14.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
14.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
14.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
14.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
14.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
14.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
14.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
14.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
14.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
14.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
14.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
14.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
14.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
14.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
14.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
14.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
14.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
14.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
14.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
14.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
14.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
14.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
14.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
14.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
14.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
14.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
14.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
14.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
14.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
14.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
14.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
14.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
14.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
13.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
13.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
13.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
13.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
13.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
13.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
13.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
13.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
13.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
13.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
13.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
13.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
13.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
13.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
13.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
13.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
13.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
13.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
13.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
13.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
13.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
13.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
13.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
13.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
13.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
13.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
13.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
13.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
13.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
13.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
13.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
13.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
13.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
13.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
13.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
13.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
13.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
13.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
13.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
13.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
13.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
13.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
13.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
13.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
13.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
13.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
13.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
13.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
13.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
13.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
13.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
13.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
13.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
13.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
13.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
13.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
12.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
12.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
12.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
12.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
12.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
12.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
12.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
12.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
12.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
12.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
12.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
12.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
12.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
12.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
12.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
12.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
12.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
12.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
12.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
12.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
12.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
12.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
12.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
12.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
12.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
12.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
12.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
12.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
12.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
12.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
12.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
12.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
12.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
12.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
12.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
12.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
12.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
12.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
12.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
12.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
12.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
12.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
12.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
12.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
12.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
12.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
12.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
12.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
12.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
12.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
12.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
11.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
11.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
11.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
11.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
11.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
11.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
11.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
11.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
11.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
11.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
11.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
11.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
11.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
11.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
11.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
11.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
11.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
11.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
11.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
11.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
11.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
11.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
11.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
11.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
11.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
11.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
11.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
11.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
11.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
11.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
11.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
11.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
11.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
11.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
11.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
11.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
11.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
11.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
11.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
11.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
11.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
11.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
11.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
11.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
11.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
11.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
11.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
11.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
11.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
11.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
10.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
10.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
10.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
10.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
10.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
10.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
10.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
10.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
10.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
10.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
10.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
10.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
10.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
10.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
10.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
10.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
10.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
10.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
10.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
10.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
10.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
10.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
10.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
10.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
10.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
10.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
10.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
10.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
10.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
10.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
10.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
10.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
10.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
10.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
10.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
10.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
10.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
10.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
10.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
10.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
10.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
10.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
9.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
9.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
9.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
9.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
9.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
9.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
9.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
9.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
9.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
9.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
9.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
9.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
9.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
9.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
9.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
9.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
9.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
9.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
9.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
9.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
9.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
9.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
9.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
9.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
9.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
9.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
9.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
9.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
9.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
9.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
9.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
9.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
9.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
9.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
9.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
9.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
8.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
8.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
8.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
8.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
8.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
8.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
8.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
8.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
8.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
8.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
8.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
8.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
8.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
8.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
8.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
8.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
8.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
8.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
8.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
8.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
8.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
8.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
8.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
8.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
8.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
8.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
8.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
7.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
7.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
7.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
7.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
7.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
7.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
7.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
6.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
6.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
6.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
6.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
5.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
5.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
5.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
5.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
4.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
4.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NHEJ1 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
7.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
14.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
12.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
12.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
12.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
12.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
12.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
11.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
11.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
11.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
11.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
11.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
10.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
10.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
9.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
9.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
9.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
9.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
9.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
9.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
9.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
9.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
9.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
9.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
9.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
8.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
8.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
8.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
8.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
8.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
8.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
8.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
8.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
8.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
8.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
8.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
8.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
8.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
8.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
8.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
8.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
7.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
7.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
7.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
7.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
7.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
7.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
7.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
7.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
7.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
7.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
7.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
7.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
7.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
6.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
6.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
6.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
6.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
6.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
6.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
6.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
6.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
6.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
6.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
5.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
5.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
5.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
5.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
5.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
5.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
5.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
5.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
5.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
4.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
4.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
4.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
4.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
3.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
2.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 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.
NHEJ1 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
12.3
Number of samples
207
Samples
Sample
Description
TPM
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
24.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
23.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
23.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
22.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
20.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
20.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
19.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
19.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
19.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
19.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
19.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
19.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
18.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
18.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
18.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
17.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
17.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
17.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
17.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
17.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
17.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
17.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
17.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
16.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
16.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
16.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
16.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
15.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
15.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
15.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
15.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
15.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
15.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
15.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
15.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
15.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
15.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
14.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
14.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
14.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
14.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
14.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
14.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
14.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
14.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
14.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
14.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
14.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
14.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
14.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
14.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
14.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
14.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
14.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
14.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
14.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
14.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
14.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
14.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
14.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
13.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
13.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
13.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
13.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
13.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
13.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
13.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
13.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
13.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
13.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
13.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
13.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
13.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
13.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
13.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
13.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
13.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
13.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
13.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
13.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
13.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
13.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
13.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
13.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
13.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
13.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
13.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
13.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
13.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
12.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
12.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
12.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
12.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
12.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
12.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
12.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
12.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
12.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
12.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
12.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
12.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
12.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
12.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
12.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
12.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
12.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
11.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
11.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
11.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
11.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
11.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
11.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
11.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
11.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
11.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
11.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
11.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
11.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
11.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
11.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
11.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
11.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
11.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
11.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
11.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
11.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
11.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
10.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
10.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
10.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
10.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
10.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
10.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
10.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
10.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
10.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
10.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
10.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
10.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
10.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
10.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
10.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
10.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
10.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
10.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
10.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
10.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
10.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
10.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
10.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
10.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
10.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
10.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
10.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
9.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
9.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
9.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
9.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
9.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
9.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
9.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
9.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
9.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
9.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
9.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
9.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
9.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
9.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
9.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
8.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
8.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
8.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
8.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
8.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
8.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
8.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
8.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
8.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
8.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
8.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
8.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
8.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
8.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
7.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
7.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
7.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
7.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
7.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
7.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
7.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
7.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
6.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
6.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
6.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
6.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
6.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
6.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
5.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
5.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
4.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.8
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.8
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.7
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.7
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.7
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.6
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.6
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.5
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.5
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.5
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.5
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.5
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.5
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.5
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.5
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.5
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.5
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.4
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.4
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.4
1c070992-647b-4173-a481-904c4d_D2
Normal
0.4
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.4
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.4
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.4
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.4
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.4
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.4
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.4
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.4
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.3
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.3
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.3
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.3
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
0.3
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.3
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.1
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.0
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.0
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.0
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.0
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.0
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.0
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.0
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.3
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.3
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.4
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.4
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.4
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.4
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.4
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.4
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.4
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.4
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.4
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.5
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.5
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.6
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.6
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.6
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.7
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.7
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-1.0
b2400046-1d25-429d-a821-6040a6
Tumor
-2.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
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
