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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.
TRMT1L 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
6.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
16.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
15.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
14.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
13.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
13.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
13.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
13.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
13.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
12.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
12.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
12.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
12.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
12.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
12.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
12.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
12.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
12.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
12.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
11.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
11.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
11.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
10.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
10.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
10.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
10.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
10.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
10.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
10.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
9.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
9.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
9.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
9.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
9.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
9.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
9.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
9.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
9.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
9.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
9.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
9.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
9.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
8.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
8.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
8.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
8.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
8.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
8.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
8.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
8.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
8.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
8.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
8.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
8.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
8.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
8.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
8.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
8.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
8.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
8.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
8.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
8.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
8.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
7.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
7.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
7.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
7.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
7.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
7.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
7.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
7.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
7.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
7.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
7.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
7.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
7.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
7.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
7.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
7.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
7.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
7.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
7.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
7.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
7.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
7.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
7.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
7.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
7.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
7.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
7.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
7.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
7.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
7.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
7.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
7.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
7.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
7.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
7.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
7.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
6.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
6.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
6.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
6.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
6.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
6.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
6.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
6.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
6.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
6.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
6.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
6.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
6.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
6.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
6.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
6.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
6.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
6.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
6.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
6.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
6.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
6.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
6.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
6.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
6.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
6.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
6.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
6.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
6.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
6.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
6.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
6.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
6.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
6.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
6.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
6.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
6.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
6.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
6.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
6.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
6.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
6.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
6.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
6.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
6.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
6.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
6.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
6.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
6.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
6.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
6.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
6.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
5.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
5.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
5.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
5.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
5.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
5.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
5.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
5.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
5.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
5.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
5.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
5.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
5.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
5.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
5.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
5.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
5.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
5.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
5.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
5.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
5.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
5.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
5.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
5.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
5.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
5.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
5.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
5.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
5.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
5.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
5.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
5.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
5.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
5.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
5.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
5.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
5.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
5.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
5.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
5.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
5.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
5.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
4.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
4.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
4.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
4.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
4.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
4.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
4.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
4.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
4.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
4.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
4.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
4.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
4.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
4.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
4.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
4.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
4.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
4.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
4.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
4.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
4.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
4.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
4.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
4.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
4.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
4.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
4.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
3.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
3.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
3.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
3.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
3.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
3.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 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.
TRMT1L 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
11.2
Number of samples
486
Samples
Sample
Description
TPM
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
23.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
21.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
20.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
20.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
19.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
18.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
18.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
18.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
18.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
18.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
18.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
17.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
17.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
17.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
17.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
17.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
17.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
17.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
17.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
17.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
16.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
16.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
16.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
16.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
16.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
16.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
16.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
16.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
16.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
16.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
15.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
15.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
15.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
15.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
15.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
15.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
15.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
15.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
15.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
15.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
15.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
15.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
15.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
15.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
15.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
15.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
15.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
15.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
15.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
15.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
14.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
14.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
14.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
14.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
14.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
14.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
14.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
14.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
14.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
14.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
14.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
14.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
14.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
14.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
14.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
14.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
14.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
14.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
14.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
14.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
14.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
14.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
14.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
14.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
14.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
14.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
14.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
14.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
14.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
14.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
14.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
14.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
14.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
14.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
14.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
13.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
13.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
13.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
13.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
13.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
13.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
13.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
13.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
13.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
13.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
13.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
13.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
13.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
13.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
13.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
13.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
13.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
13.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
13.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
13.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
13.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
13.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
13.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
13.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
13.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
13.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
13.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
13.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
13.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
13.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
13.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
13.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
13.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
13.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
13.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
13.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
13.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
13.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
13.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
13.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
13.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
13.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
12.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
12.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
12.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
12.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
12.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
12.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
12.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
12.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
12.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
12.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
12.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
12.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
12.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
12.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
12.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
12.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
12.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
12.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
12.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
12.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
12.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
12.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
12.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
12.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
12.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
12.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
12.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
12.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
12.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
12.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
12.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
12.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
12.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
12.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
12.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
12.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
12.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
12.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
12.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
12.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
12.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
12.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
12.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
12.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
12.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
12.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
11.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
11.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
11.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
11.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
11.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
11.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
11.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
11.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
11.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
11.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
11.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
11.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
11.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
11.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
11.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
11.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
11.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
11.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
11.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
11.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
11.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
11.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
11.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
11.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
11.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
11.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
11.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
11.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
11.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
11.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
11.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
11.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
11.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
11.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
11.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
11.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
11.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
11.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
11.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
11.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
11.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
11.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
11.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
11.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
11.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
11.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
11.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
11.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
11.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
11.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
11.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
11.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
11.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
11.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
11.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
11.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
11.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
11.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
11.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
11.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
11.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
11.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
11.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
11.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
11.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
10.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
10.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
10.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
10.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
10.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
10.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
10.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
10.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
10.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
10.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
10.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
10.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
10.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
10.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
10.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
10.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
10.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
10.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
10.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
10.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
10.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
10.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
10.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
10.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
10.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
10.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
10.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
10.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
10.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
10.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
10.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
10.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
10.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
10.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
10.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
10.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
10.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
10.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
10.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
10.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
10.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
10.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
10.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
10.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
10.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
10.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
10.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
10.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
10.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
10.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
10.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
10.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
10.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
10.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
10.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
10.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
10.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
10.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
10.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
10.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
10.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
10.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
10.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
10.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
10.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
10.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
10.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
10.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
10.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
10.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
10.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
9.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
9.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
9.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
9.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
9.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
9.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
9.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
9.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
9.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
9.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
9.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
9.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
9.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
9.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
9.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
9.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
9.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
9.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
9.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
9.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
9.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
9.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
9.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
9.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
9.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
9.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
9.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
9.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
9.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
9.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
9.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
9.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
9.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
9.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
9.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
9.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
9.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
9.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
9.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
9.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
9.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
9.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
9.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
9.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
9.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
9.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
9.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
9.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
9.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
9.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
9.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
9.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
9.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
9.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
9.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
9.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
9.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
9.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
9.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
9.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
9.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
9.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
9.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
8.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
8.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
8.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
8.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
8.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
8.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
8.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
8.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
8.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
8.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
8.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
8.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
8.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
8.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
8.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
8.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
8.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
8.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
8.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
8.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
8.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
8.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
8.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
8.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
8.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
8.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
8.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
8.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
8.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
8.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
8.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
8.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
8.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
8.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
8.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
8.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
8.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
8.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
8.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
8.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
8.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
8.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
8.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
8.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
8.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
8.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
8.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
8.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
8.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
8.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
7.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
7.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
7.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
7.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
7.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
7.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
7.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
7.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
7.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
7.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
7.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
7.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
7.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
7.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
7.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
7.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
7.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
7.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
7.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
7.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
7.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
7.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
7.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
7.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
7.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
7.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
7.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
6.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
6.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
6.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
6.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
6.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
6.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
6.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
6.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
6.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
6.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
6.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
6.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
5.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
5.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
5.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
5.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
5.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
5.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
5.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
5.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
5.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
5.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
4.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
4.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TRMT1L 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
7.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
16.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
16.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
12.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
11.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
11.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
10.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
10.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
10.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
9.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
9.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
9.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
9.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
9.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
9.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
9.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
9.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
9.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
9.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
8.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
8.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
8.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
8.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
8.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
8.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
8.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
8.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
8.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
8.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
8.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
8.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
8.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
8.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
7.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
7.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
7.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
7.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
7.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
7.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
7.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
7.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
7.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
7.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
7.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
7.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
7.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
6.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
6.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
6.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
6.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
6.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
6.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
6.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
6.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
6.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
6.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
6.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
6.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
6.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
6.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
6.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
6.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
6.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
6.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
6.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
5.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
5.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
5.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
5.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
5.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
5.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
5.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
5.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
4.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
4.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
4.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
3.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
3.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
3.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TRMT1L is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
10.0
Number of samples
207
Samples
Sample
Description
TPM
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
22.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
19.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
17.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
17.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
17.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
17.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
16.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
16.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
15.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
15.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
15.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
15.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
15.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
14.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
14.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
14.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
13.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
13.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
13.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
13.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
13.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
13.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
13.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
13.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
12.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
12.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
12.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
12.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
12.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
12.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
12.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
12.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
12.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
12.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
12.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
12.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
12.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
11.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
11.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
11.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
11.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
11.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
11.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
11.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
11.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
11.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
11.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
11.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
11.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
11.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
11.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
11.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
11.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
11.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
11.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
11.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
11.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
11.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
11.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
11.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
10.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
10.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
10.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
10.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
10.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
10.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
10.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
10.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
10.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
10.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
10.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
10.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
10.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
10.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
10.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
10.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
10.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
10.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
10.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
10.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
10.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
10.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
10.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
10.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
10.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
10.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
10.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
10.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
10.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
10.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
10.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
10.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
10.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
10.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
9.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
9.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
9.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
9.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
9.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
9.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
9.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
9.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
9.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
9.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
9.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
9.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
9.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
9.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
9.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
9.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
9.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
9.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
9.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
9.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
9.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
9.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
9.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
9.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
9.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
9.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
9.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
8.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
8.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
8.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
8.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
8.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
8.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
8.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
8.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
8.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
8.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
8.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
8.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
8.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
8.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
8.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
8.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
8.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
8.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
8.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
8.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
8.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
8.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
8.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
8.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
8.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
8.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
8.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
8.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
8.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
8.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
8.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
8.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
8.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
7.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
7.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
7.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
7.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
7.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
7.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
7.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
7.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
7.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
7.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
7.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
7.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
7.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
7.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
7.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
7.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
7.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
7.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
7.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
7.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
7.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
6.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
6.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
6.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
6.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
6.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
6.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
6.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
6.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
6.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
6.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
6.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
6.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
6.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
6.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
6.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
5.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
5.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
5.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
5.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
5.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
5.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
5.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
5.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
4.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
2.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
1.4
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
1.3
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.9
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.9
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.9
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.8
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.8
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.8
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.7
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.6
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.6
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.6
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.6
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.6
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.6
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.6
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.6
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.6
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.5
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.5
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.5
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.5
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.5
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.5
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.5
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.5
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.4
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.4
43192517-085e-450e-9481-0a6713_D3
Tumor
0.4
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.4
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.3
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.3
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.3
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.3
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.2
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.2
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.0
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.0
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.0
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.0
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.3
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.3
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.3
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.3
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.4
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.4
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.4
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.4
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.4
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.4
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.5
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.5
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.5
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.5
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.5
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.5
b2400046-1d25-429d-a821-6040a6
Tumor
-0.5
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.5
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.6
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.6
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.6
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.6
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.7
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.7
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.7
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.7
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.8
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.8
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.9
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.9
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.9
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-1.0
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-1.0
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-1.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-2.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-2.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
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
