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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.
UBE4B 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
12.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
32.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
24.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
24.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
23.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
23.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
22.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
22.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
22.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
21.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
21.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
21.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
20.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
20.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
20.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
20.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
20.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
20.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
19.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
19.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
19.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
19.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
19.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
19.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
19.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
18.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
18.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
18.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
18.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
18.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
18.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
18.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
18.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
18.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
18.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
18.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
18.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
18.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
17.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
17.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
17.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
17.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
17.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
17.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
17.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
17.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
16.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
16.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
16.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
16.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
16.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
16.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
16.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
16.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
16.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
16.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
15.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
15.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
15.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
15.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
15.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
15.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
15.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
15.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
15.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
15.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
15.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
15.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
14.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
14.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
14.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
14.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
14.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
14.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
14.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
14.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
14.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
14.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
14.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
14.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
14.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
14.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
14.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
14.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
14.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
14.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
14.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
14.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
13.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
13.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
13.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
13.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
13.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
13.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
13.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
13.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
13.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
13.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
13.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
13.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
13.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
13.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
13.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
13.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
13.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
13.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
13.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
13.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
13.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
13.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
13.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
13.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
13.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
12.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
12.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
12.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
12.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
12.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
12.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
12.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
12.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
12.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
12.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
12.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
12.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
12.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
12.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
12.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
12.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
12.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
12.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
12.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
12.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
12.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
11.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
11.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
11.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
11.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
11.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
11.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
11.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
11.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
11.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
11.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
11.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
11.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
11.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
11.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
11.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
11.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
11.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
11.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
11.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
11.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
11.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
11.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
10.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
10.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
10.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
10.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
10.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
10.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
10.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
10.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
10.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
10.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
10.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
10.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
10.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
10.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
9.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
9.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
9.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
9.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
9.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
9.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
9.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
9.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
9.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
9.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
9.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
9.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
9.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
9.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
9.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
9.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
9.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
9.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
9.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
9.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
9.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
9.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
8.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
8.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
8.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
8.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
8.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
8.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
8.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
8.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
8.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
8.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
8.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
8.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
8.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
8.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
8.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
8.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
8.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
8.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
8.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
8.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
8.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
8.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
8.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
8.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
7.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
7.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
7.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
7.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
7.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
7.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
7.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
7.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
7.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
7.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
7.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
7.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
6.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
6.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
6.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
6.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
6.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
6.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
6.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
6.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
6.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
5.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
5.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
5.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
5.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
5.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
5.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
4.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
4.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
4.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
4.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 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.
UBE4B 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
27.0
Number of samples
486
Samples
Sample
Description
TPM
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
53.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
45.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
45.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
44.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
44.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
44.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
43.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
43.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
43.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
43.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
42.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
42.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
42.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
41.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
41.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
40.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
40.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
40.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
40.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
40.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
39.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
39.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
39.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
39.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
39.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
39.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
39.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
39.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
39.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
38.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
38.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
38.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
38.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
38.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
38.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
38.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
37.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
37.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
37.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
37.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
37.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
37.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
37.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
37.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
37.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
36.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
36.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
36.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
36.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
36.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
36.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
36.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
35.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
35.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
35.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
35.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
35.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
35.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
35.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
35.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
34.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
34.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
34.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
34.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
34.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
34.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
34.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
34.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
34.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
34.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
34.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
34.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
34.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
33.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
33.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
33.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
33.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
33.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
33.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
33.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
33.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
33.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
33.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
33.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
33.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
33.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
32.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
32.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
32.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
32.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
32.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
32.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
32.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
32.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
32.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
32.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
32.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
32.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
32.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
32.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
32.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
32.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
32.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
32.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
32.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
32.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
32.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
32.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
32.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
32.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
31.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
31.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
31.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
31.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
31.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
31.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
31.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
31.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
31.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
31.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
31.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
31.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
31.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
31.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
31.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
31.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
30.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
30.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
30.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
30.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
30.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
30.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
30.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
30.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
30.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
30.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
30.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
30.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
30.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
30.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
30.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
30.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
30.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
30.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
30.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
29.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
29.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
29.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
29.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
29.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
29.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
29.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
29.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
29.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
29.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
29.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
29.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
29.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
29.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
29.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
29.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
29.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
29.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
29.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
29.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
29.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
28.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
28.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
28.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
28.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
28.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
28.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
28.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
28.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
28.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
28.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
28.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
28.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
28.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
28.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
28.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
28.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
28.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
28.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
28.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
28.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
28.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
28.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
28.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
28.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
28.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
28.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
28.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
28.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
28.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
28.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
28.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
28.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
28.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
28.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
28.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
28.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
27.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
27.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
27.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
27.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
27.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
27.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
27.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
27.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
27.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
27.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
27.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
27.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
27.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
27.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
27.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
27.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
27.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
27.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
27.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
27.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
27.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
27.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
27.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
27.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
27.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
27.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
26.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
26.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
26.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
26.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
26.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
26.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
26.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
26.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
26.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
26.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
26.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
26.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
26.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
26.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
26.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
26.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
26.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
26.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
26.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
26.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
26.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
26.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
26.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
26.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
26.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
26.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
26.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
26.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
26.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
26.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
26.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
26.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
25.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
25.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
25.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
25.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
25.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
25.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
25.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
25.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
25.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
25.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
25.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
25.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
25.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
25.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
25.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
25.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
25.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
25.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
25.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
25.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
25.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
25.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
25.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
25.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
25.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
25.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
25.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
24.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
24.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
24.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
24.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
24.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
24.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
24.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
24.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
24.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
24.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
24.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
24.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
24.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
24.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
24.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
24.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
24.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
24.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
24.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
24.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
24.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
24.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
24.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
24.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
24.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
24.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
24.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
24.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
24.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
24.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
24.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
24.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
24.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
24.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
24.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
24.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
23.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
23.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
23.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
23.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
23.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
23.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
23.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
23.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
23.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
23.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
23.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
23.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
23.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
23.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
23.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
23.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
23.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
23.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
23.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
23.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
23.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
23.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
23.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
23.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
23.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
23.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
23.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
23.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
23.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
22.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
22.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
22.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
22.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
22.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
22.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
22.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
22.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
22.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
22.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
22.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
22.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
22.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
22.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
22.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
22.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
22.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
22.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
22.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
22.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
22.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
22.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
22.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
22.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
22.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
22.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
21.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
21.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
21.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
21.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
21.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
21.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
21.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
21.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
21.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
21.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
21.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
21.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
21.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
21.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
21.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
21.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
21.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
21.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
21.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
21.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
21.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
21.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
21.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
21.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
21.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
21.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
21.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
21.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
21.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
20.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
20.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
20.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
20.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
20.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
20.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
20.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
20.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
20.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
20.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
20.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
20.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
20.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
20.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
20.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
20.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
20.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
20.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
20.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
20.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
19.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
19.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
19.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
19.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
19.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
19.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
19.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
19.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
19.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
19.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
19.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
19.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
18.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
18.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
18.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
18.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
18.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
18.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
18.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
18.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
18.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
18.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
18.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
18.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
18.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
18.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
18.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
18.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
17.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
17.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
17.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
17.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
17.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
17.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
17.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
16.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
16.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
16.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
16.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
16.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
16.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
16.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
15.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
15.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
15.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
15.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
15.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
15.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
14.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
14.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
13.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
12.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
12.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
12.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
11.7
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
UBE4B 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
12.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
25.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
23.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
23.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
23.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
22.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
21.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
21.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
21.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
21.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
20.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
20.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
20.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
19.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
19.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
19.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
18.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
18.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
18.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
17.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
17.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
17.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
17.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
16.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
16.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
16.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
15.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
15.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
15.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
15.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
14.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
14.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
14.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
14.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
13.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
13.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
13.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
12.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
12.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
12.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
12.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
12.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
11.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
11.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
11.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
11.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
11.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
11.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
11.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
11.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
11.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
11.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
11.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
11.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
11.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
10.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
10.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
10.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
10.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
10.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
10.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
9.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
9.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
9.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
9.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
9.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
8.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
8.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
8.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
8.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
8.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
8.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
8.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
8.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
8.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
7.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
7.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
6.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
6.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
6.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
5.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
4.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
3.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 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.
UBE4B 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
24.6
Number of samples
207
Samples
Sample
Description
TPM
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
50.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
47.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
44.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
40.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
40.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
40.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
38.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
37.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
36.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
36.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
36.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
35.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
35.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
34.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
34.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
33.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
33.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
32.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
32.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
32.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
32.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
32.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
31.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
31.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
31.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
31.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
31.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
31.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
31.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
31.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
30.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
30.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
30.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
30.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
30.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
30.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
30.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
29.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
29.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
29.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
29.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
29.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
29.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
29.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
29.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
29.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
29.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
29.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
29.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
29.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
29.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
28.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
28.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
28.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
28.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
28.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
28.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
28.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
28.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
27.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
27.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
27.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
27.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
27.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
27.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
27.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
27.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
27.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
27.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
27.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
27.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
27.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
27.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
27.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
27.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
26.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
26.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
26.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
26.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
26.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
26.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
26.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
26.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
26.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
26.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
26.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
25.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
25.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
25.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
25.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
25.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
25.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
25.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
25.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
25.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
25.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
24.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
24.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
24.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
24.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
24.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
24.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
24.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
24.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
24.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
24.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
23.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
23.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
23.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
23.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
23.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
23.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
23.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
23.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
23.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
23.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
22.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
22.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
22.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
22.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
22.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
22.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
22.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
22.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
22.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
22.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
22.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
22.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
22.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
22.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
22.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
22.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
21.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
21.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
21.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
21.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
21.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
21.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
21.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
21.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
21.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
21.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
20.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
20.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
20.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
20.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
20.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
20.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
20.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
20.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
20.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
20.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
20.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
20.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
20.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
20.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
19.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
19.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
19.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
19.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
19.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
19.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
19.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
19.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
19.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
19.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
19.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
18.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
18.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
18.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
18.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
18.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
18.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
18.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
18.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
18.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
17.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
17.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
17.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
17.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
17.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
17.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
17.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
17.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
17.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
16.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
16.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
16.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
16.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
16.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
16.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
16.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
16.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
16.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
16.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
16.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
16.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
15.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
15.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
15.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
14.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
13.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
13.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
9.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
8.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.8
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.6
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.6
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.5
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.5
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.5
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.5
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.4
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.4
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.4
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.3
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.3
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.3
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.3
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.3
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.3
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.3
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.3
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.3
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.3
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.3
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.3
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.2
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.1
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Normal
0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.1
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Normal
0.1
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Normal
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
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Normal
0.1
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Tumor
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
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Normal
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.0
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Tumor
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
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Normal
0.0
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
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
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
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Normal
0.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.0
8cc7e656-0152-4359-8566-0581c3
Tumor
0.0
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.0
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.0
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.0
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.0
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.0
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.0
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Normal
0.0
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.0
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.0
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Tumor
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.0
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.1
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Tumor
-0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.1
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Normal
-0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.1
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Tumor
-0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
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Tumor
-0.1
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Tumor
-0.2
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Tumor
-0.2
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Normal
-0.2
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Normal
-0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.2
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Normal
-0.2
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Tumor
-0.2
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Normal
-0.2
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Tumor
-0.2
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Normal
-0.2
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Tumor
-0.2
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Tumor
-0.3
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Tumor
-0.3
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Normal
-0.3
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.3
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Normal
-0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.5
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.5
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.5
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.5
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
