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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.
UFL1 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
12.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
37.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
25.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
24.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
24.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
24.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
23.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
23.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
22.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
20.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
20.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
20.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
20.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
19.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
19.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
19.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
19.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
19.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
18.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
18.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
18.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
18.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
18.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
18.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
18.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
18.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
18.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
17.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
17.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
17.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
17.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
17.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
17.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
17.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
16.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
16.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
16.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
16.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
16.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
16.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
16.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
16.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
16.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
16.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
16.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
16.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
16.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
16.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
16.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
15.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
15.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
15.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
15.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
15.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
15.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
15.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
15.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
15.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
15.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
15.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
15.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
15.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
15.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
15.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
14.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
14.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
14.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
14.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
14.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
14.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
14.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
14.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
14.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
14.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
14.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
14.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
14.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
14.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
14.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
14.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
14.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
14.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
14.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
14.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
14.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
14.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
14.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
14.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
13.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
13.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
13.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
13.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
13.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
13.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
13.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
13.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
13.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
13.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
13.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
13.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
13.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
13.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
13.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
13.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
13.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
13.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
13.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
13.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
13.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
13.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
13.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
13.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
13.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
13.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
13.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
13.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
13.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
13.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
12.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
12.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
12.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
12.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
12.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
12.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
12.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
12.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
12.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
12.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
12.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
12.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
12.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
12.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
12.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
12.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
12.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
12.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
12.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
12.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
12.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
12.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
12.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
11.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
11.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
11.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
11.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
11.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
11.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
11.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
11.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
11.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
11.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
11.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
11.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
11.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
11.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
11.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
11.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
11.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
11.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
10.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
10.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
10.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
10.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
10.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
10.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
10.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
10.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
10.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
10.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
10.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
10.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
10.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
10.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
10.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
10.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
10.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
10.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
10.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
10.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
10.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
10.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
10.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
10.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
10.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
10.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
10.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
10.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
10.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
10.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
10.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
10.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
10.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
10.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
9.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
9.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
9.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
9.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
9.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
9.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
9.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
9.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
9.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
9.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
9.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
9.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
9.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
9.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
9.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
9.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
9.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
8.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
8.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
8.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
8.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
8.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
8.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
8.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
8.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
8.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
8.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
8.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
8.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
8.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
8.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
8.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
8.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
8.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
8.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
8.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
8.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
7.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
7.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
7.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
7.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
7.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
7.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
7.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
7.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
7.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
7.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
6.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
6.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
6.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
6.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
6.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
6.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
6.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
3.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 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.
UFL1 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
20.9
Number of samples
486
Samples
Sample
Description
TPM
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
39.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
39.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
38.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
37.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
35.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
34.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
34.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
33.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
33.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
32.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
31.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
31.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
31.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
31.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
30.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
30.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
29.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
29.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
29.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
29.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
29.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
29.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
28.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
28.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
28.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
28.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
28.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
28.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
28.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
28.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
28.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
28.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
28.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
28.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
28.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
28.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
28.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
27.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
27.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
27.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
27.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
27.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
27.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
27.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
27.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
27.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
27.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
27.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
27.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
26.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
26.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
26.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
26.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
26.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
26.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
26.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
26.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
26.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
26.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
26.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
26.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
26.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
25.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
25.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
25.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
25.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
25.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
25.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
25.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
25.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
25.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
25.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
25.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
25.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
25.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
25.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
25.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
25.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
25.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
25.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
25.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
25.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
25.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
25.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
25.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
25.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
25.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
25.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
24.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
24.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
24.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
24.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
24.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
24.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
24.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
24.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
24.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
24.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
24.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
24.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
24.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
24.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
24.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
24.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
24.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
24.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
24.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
24.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
24.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
24.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
24.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
24.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
24.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
24.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
24.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
23.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
23.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
23.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
23.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
23.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
23.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
23.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
23.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
23.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
23.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
23.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
23.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
23.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
23.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
23.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
23.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
23.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
23.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
23.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
23.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
23.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
23.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
23.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
23.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
23.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
23.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
23.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
23.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
23.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
22.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
22.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
22.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
22.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
22.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
22.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
22.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
22.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
22.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
22.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
22.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
22.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
22.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
22.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
22.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
22.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
22.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
22.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
22.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
22.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
22.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
22.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
22.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
22.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
22.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
22.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
22.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
22.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
22.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
22.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
22.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
22.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
22.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
22.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
22.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
22.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
22.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
22.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
22.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
22.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
22.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
22.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
21.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
21.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
21.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
21.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
21.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
21.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
21.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
21.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
21.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
21.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
21.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
21.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
21.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
21.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
21.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
21.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
21.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
21.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
21.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
21.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
21.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
21.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
21.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
21.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
21.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
21.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
21.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
21.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
21.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
21.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
21.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
21.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
21.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
21.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
21.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
21.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
21.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
21.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
21.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
21.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
21.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
21.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
21.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
21.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
21.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
21.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
20.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
20.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
20.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
20.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
20.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
20.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
20.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
20.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
20.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
20.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
20.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
20.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
20.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
20.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
20.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
20.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
20.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
20.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
20.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
20.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
20.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
20.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
20.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
20.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
20.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
20.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
20.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
20.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
20.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
20.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
20.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
20.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
20.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
20.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
20.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
20.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
20.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
20.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
20.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
19.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
19.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
19.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
19.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
19.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
19.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
19.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
19.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
19.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
19.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
19.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
19.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
19.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
19.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
19.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
19.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
19.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
19.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
19.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
19.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
19.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
19.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
19.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
19.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
19.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
19.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
19.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
19.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
19.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
19.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
19.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
19.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
19.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
19.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
19.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
19.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
19.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
19.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
19.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
19.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
19.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
19.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
19.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
19.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
19.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
18.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
18.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
18.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
18.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
18.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
18.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
18.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
18.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
18.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
18.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
18.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
18.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
18.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
18.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
18.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
18.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
18.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
18.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
18.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
18.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
18.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
18.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
18.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
18.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
18.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
18.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
18.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
18.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
18.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
18.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
18.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
18.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
18.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
18.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
18.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
18.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
18.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
18.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
17.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
17.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
17.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
17.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
17.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
17.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
17.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
17.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
17.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
17.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
17.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
17.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
17.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
17.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
17.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
17.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
17.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
17.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
17.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
17.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
17.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
17.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
17.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
17.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
17.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
17.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
17.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
17.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
17.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
17.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
17.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
17.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
17.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
17.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
17.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
17.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
17.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
17.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
17.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
17.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
16.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
16.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
16.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
16.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
16.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
16.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
16.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
16.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
16.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
16.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
16.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
16.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
16.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
16.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
16.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
16.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
16.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
16.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
16.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
16.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
16.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
16.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
16.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
16.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
16.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
16.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
16.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
16.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
16.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
15.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
15.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
15.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
15.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
15.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
15.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
15.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
15.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
15.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
15.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
15.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
15.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
15.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
15.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
14.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
14.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
14.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
14.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
14.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
14.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
14.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
14.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
14.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
14.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
14.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
14.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
14.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
13.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
13.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
13.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
13.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
13.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
13.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
13.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
13.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
12.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
12.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
12.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
12.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
12.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
12.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
12.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
12.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
12.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
11.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
11.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
11.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
11.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
11.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
10.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
10.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
10.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.5
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.
UFL1 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
14.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
27.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
26.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
23.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
23.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
22.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
21.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
20.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
20.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
20.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
20.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
19.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
19.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
19.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
19.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
19.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
19.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
18.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
18.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
18.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
18.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
17.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
17.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
17.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
17.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
17.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
16.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
16.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
16.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
16.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
16.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
15.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
15.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
15.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
15.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
15.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
15.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
14.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
14.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
14.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
14.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
14.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
14.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
14.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
14.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
14.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
13.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
13.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
13.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
13.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
13.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
13.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
13.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
12.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
12.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
12.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
12.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
12.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
12.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
11.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
11.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
11.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
11.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
11.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
11.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
10.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
10.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
10.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
10.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
10.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
10.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
10.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
10.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
9.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
9.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
9.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
8.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
8.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
8.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
8.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
7.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
7.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
7.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
6.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
6.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
6.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
5.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
4.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
UFL1 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
20.7
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
37.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
34.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
31.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
31.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
31.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
31.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
29.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
29.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
28.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
28.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
28.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
28.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
28.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
27.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
27.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
27.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
27.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
27.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
27.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
27.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
26.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
26.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
26.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
26.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
26.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
25.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
25.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
25.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
25.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
25.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
25.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
25.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
25.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
25.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
25.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
24.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
24.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
24.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
24.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
24.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
24.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
24.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
24.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
24.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
23.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
23.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
23.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
23.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
23.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
23.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
23.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
23.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
23.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
23.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
23.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
23.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
23.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
23.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
23.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
22.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
22.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
22.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
22.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
22.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
22.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
22.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
22.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
22.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
22.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
22.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
22.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
22.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
21.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
21.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
21.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
21.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
21.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
21.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
21.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
21.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
21.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
21.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
21.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
21.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
21.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
21.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
21.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
21.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
21.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
21.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
20.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
20.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
20.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
20.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
20.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
20.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
20.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
20.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
20.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
20.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
20.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
20.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
20.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
20.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
20.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
20.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
20.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
20.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
20.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
20.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
20.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
20.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
19.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
19.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
19.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
19.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
19.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
19.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
19.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
19.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
19.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
19.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
19.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
19.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
19.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
19.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
19.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
19.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
19.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
19.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
19.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
19.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
18.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
18.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
18.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
18.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
18.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
18.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
18.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
18.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
18.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
18.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
18.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
18.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
18.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
18.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
18.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
18.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
18.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
18.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
18.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
17.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
17.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
17.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
17.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
17.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
17.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
17.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
17.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
17.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
17.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
17.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
17.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
17.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
17.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
16.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
16.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
16.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
16.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
16.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
16.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
16.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
16.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
16.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
16.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
16.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
16.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
16.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
16.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
15.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
15.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
15.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
15.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
15.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
15.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
15.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
15.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
14.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
14.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
14.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
14.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
14.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
13.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
13.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
13.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
13.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
13.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
13.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
13.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
12.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
11.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
8.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.5
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.5
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.5
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.4
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.3
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.3
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.3
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.3
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.3
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.1
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Tumor
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.1
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Tumor
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
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Tumor
0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.1
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Normal
0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
43192517-085e-450e-9481-0a6713_D3
Tumor
0.0
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Normal
0.0
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Normal
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
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Normal
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.0
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.0
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.0
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Normal
0.0
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
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Normal
0.0
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.0
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.0
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.0
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Normal
0.0
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.0
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.0
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.0
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.0
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.0
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.0
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
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Normal
0.0
963fc8db-f412-4427-a198-23f660_D2
Normal
0.0
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.0
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Tumor
0.0
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.0
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.1
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Tumor
-0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.1
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.1
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.2
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.2
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.3
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.4
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.4
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
