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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.
UBA5 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
15.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
33.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
30.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
28.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
27.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
27.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
27.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
25.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
24.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
24.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
24.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
24.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
24.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
23.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
23.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
23.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
23.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
23.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
23.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
23.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
22.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
22.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
22.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
22.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
22.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
22.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
22.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
21.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
21.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
21.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
21.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
20.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
20.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
20.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
20.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
20.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
20.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
20.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
20.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
19.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
19.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
19.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
19.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
19.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
19.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
19.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
19.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
19.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
19.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
19.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
19.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
19.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
19.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
19.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
19.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
19.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
18.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
18.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
18.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
18.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
18.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
18.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
18.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
18.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
18.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
18.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
18.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
18.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
18.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
17.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
17.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
17.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
17.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
17.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
17.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
17.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
17.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
17.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
17.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
17.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
17.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
17.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
17.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
17.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
17.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
17.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
16.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
16.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
16.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
16.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
16.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
16.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
16.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
16.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
16.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
16.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
16.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
16.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
16.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
16.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
16.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
16.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
16.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
16.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
16.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
16.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
16.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
16.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
16.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
16.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
15.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
15.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
15.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
15.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
15.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
15.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
15.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
15.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
15.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
15.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
15.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
15.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
15.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
15.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
15.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
15.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
15.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
15.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
14.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
14.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
14.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
14.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
14.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
14.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
14.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
14.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
14.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
14.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
14.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
14.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
14.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
14.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
14.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
14.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
14.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
14.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
14.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
14.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
14.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
13.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
13.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
13.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
13.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
13.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
13.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
13.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
13.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
13.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
13.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
13.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
13.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
13.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
13.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
13.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
13.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
13.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
13.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
13.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
13.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
13.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
13.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
13.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
13.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
13.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
13.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
12.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
12.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
12.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
12.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
12.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
12.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
12.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
12.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
12.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
12.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
12.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
12.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
12.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
12.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
12.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
12.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
12.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
12.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
12.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
12.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
12.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
12.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
12.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
11.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
11.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
11.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
11.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
11.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
11.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
11.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
11.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
11.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
11.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
11.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
11.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
11.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
11.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
11.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
11.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
11.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
11.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
11.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
10.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
10.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
10.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
10.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
10.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
10.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
10.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
10.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
10.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
10.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
10.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
10.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
10.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
10.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
10.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
10.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
10.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
10.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
10.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
9.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
9.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
9.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
9.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
9.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
8.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
8.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
8.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
8.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
8.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
7.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
7.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
7.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
7.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 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.
UBA5 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
21.3
Number of samples
486
Samples
Sample
Description
TPM
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
57.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
47.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
35.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
35.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
34.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
33.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
33.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
33.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
33.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
32.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
32.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
31.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
31.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
31.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
31.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
31.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
31.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
30.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
30.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
30.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
30.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
30.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
30.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
29.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
29.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
29.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
29.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
29.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
29.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
29.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
29.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
28.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
28.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
28.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
28.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
28.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
28.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
28.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
28.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
28.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
28.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
27.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
27.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
27.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
27.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
27.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
27.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
27.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
27.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
27.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
27.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
27.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
27.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
27.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
27.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
27.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
26.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
26.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
26.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
26.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
26.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
26.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
26.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
26.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
26.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
26.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
26.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
26.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
26.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
26.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
26.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
26.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
26.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
26.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
26.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
26.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
26.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
26.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
26.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
25.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
25.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
25.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
25.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
25.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
25.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
25.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
25.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
25.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
25.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
25.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
25.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
25.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
25.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
25.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
25.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
25.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
25.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
25.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
25.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
24.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
24.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
24.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
24.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
24.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
24.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
24.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
24.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
24.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
24.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
24.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
24.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
24.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
24.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
24.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
24.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
24.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
24.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
24.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
24.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
24.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
24.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
24.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
24.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
24.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
24.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
24.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
24.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
24.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
24.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
24.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
24.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
24.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
24.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
23.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
23.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
23.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
23.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
23.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
23.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
23.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
23.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
23.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
23.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
23.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
23.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
23.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
23.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
23.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
23.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
23.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
23.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
23.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
23.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
23.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
23.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
23.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
23.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
23.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
23.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
23.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
23.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
22.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
22.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
22.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
22.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
22.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
22.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
22.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
22.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
22.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
22.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
22.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
22.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
22.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
22.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
22.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
22.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
22.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
22.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
22.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
22.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
22.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
22.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
22.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
22.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
22.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
22.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
22.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
22.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
22.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
22.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
22.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
22.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
22.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
22.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
22.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
22.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
22.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
22.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
22.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
22.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
22.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
22.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
22.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
22.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
21.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
21.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
21.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
21.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
21.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
21.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
21.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
21.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
21.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
21.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
21.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
21.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
21.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
21.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
21.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
21.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
21.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
21.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
21.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
21.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
21.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
21.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
21.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
21.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
21.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
21.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
21.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
21.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
21.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
21.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
21.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
21.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
21.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
21.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
21.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
21.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
20.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
20.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
20.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
20.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
20.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
20.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
20.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
20.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
20.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
20.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
20.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
20.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
20.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
20.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
20.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
20.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
20.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
20.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
20.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
20.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
20.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
20.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
20.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
20.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
20.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
20.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
20.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
20.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
20.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
20.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
20.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
20.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
20.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
20.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
20.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
20.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
20.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
20.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
20.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
19.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
19.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
19.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
19.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
19.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
19.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
19.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
19.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
19.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
19.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
19.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
19.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
19.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
19.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
19.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
19.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
19.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
19.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
19.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
19.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
19.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
19.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
19.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
19.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
19.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
19.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
19.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
19.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
19.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
19.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
19.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
19.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
19.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
19.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
19.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
19.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
19.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
19.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
19.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
19.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
19.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
19.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
19.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
19.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
19.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
19.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
19.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
19.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
19.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
18.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
18.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
18.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
18.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
18.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
18.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
18.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
18.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
18.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
18.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
18.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
18.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
18.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
18.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
18.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
18.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
18.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
18.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
18.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
18.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
18.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
18.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
18.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
18.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
18.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
18.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
18.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
18.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
18.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
18.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
18.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
18.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
18.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
18.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
18.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
18.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
18.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
18.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
18.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
18.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
18.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
17.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
17.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
17.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
17.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
17.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
17.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
17.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
17.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
17.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
17.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
17.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
17.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
17.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
17.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
17.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
17.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
17.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
17.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
17.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
17.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
17.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
17.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
17.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
17.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
17.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
17.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
17.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
17.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
16.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
16.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
16.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
16.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
16.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
16.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
16.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
16.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
16.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
16.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
16.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
16.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
16.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
16.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
16.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
16.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
16.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
16.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
16.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
16.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
16.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
15.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
15.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
15.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
15.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
15.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
15.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
15.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
15.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
15.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
15.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
15.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
15.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
15.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
15.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
15.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
15.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
15.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
15.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
15.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
15.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
15.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
15.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
15.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
15.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
15.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
14.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
14.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
14.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
14.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
14.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
14.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
14.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
14.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
14.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
14.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
14.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
14.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
14.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
14.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
14.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
13.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
13.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
13.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
13.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
13.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
13.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
13.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
13.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
13.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
13.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
12.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
12.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
12.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
12.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
12.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
11.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
10.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
10.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.0
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.
UBA5 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
15.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
31.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
30.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
25.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
24.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
23.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
22.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
22.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
22.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
22.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
22.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
22.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
21.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
21.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
21.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
21.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
20.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
20.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
20.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
19.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
19.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
19.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
18.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
18.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
18.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
18.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
17.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
17.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
17.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
17.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
17.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
17.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
17.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
17.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
17.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
17.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
17.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
16.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
16.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
16.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
16.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
16.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
16.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
16.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
16.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
16.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
15.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
15.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
15.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
15.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
15.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
14.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
14.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
14.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
14.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
14.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
14.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
14.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
13.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
13.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
13.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
12.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
12.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
12.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
12.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
12.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
12.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
12.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
11.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
11.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
11.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
11.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
11.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
11.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
10.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
10.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
10.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
9.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
9.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
8.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
7.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
7.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
6.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
5.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
3.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
UBA5 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
22.1
Number of samples
207
Samples
Sample
Description
TPM
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
38.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
38.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
36.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
34.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
32.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
31.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
31.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
30.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
30.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
30.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
30.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
30.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
29.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
29.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
29.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
29.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
29.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
28.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
28.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
28.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
28.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
28.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
28.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
27.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
27.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
27.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
27.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
27.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
27.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
27.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
26.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
26.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
26.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
26.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
26.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
26.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
26.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
26.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
26.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
26.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
26.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
26.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
25.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
25.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
25.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
25.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
25.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
25.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
25.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
25.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
25.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
25.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
25.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
25.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
25.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
25.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
25.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
24.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
24.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
24.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
24.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
24.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
24.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
24.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
24.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
24.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
24.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
24.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
24.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
23.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
23.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
23.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
23.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
23.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
23.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
23.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
23.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
23.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
23.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
23.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
23.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
23.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
23.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
23.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
23.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
23.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
23.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
23.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
23.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
22.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
22.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
22.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
22.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
22.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
22.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
22.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
22.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
22.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
22.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
22.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
22.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
22.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
22.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
22.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
22.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
21.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
21.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
21.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
21.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
21.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
21.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
21.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
21.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
21.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
21.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
21.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
21.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
21.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
21.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
20.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
20.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
20.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
20.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
20.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
20.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
20.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
20.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
20.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
20.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
20.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
20.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
20.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
20.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
20.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
20.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
20.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
20.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
19.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
19.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
19.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
19.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
19.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
19.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
19.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
19.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
19.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
19.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
19.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
19.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
19.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
19.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
19.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
18.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
18.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
18.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
18.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
18.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
18.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
18.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
18.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
18.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
18.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
18.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
18.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
17.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
17.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
17.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
17.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
17.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
17.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
17.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
17.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
17.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
17.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
16.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
16.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
16.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
16.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
16.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
16.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
16.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
16.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
16.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
16.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
16.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
16.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
16.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
16.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
15.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
15.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
15.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
15.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
15.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
15.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
14.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
14.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
14.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
14.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
13.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
13.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
13.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
13.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
12.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
12.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
9.3
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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
0.9
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.7
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.7
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.6
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.6
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.6
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.5
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.5
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.4
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.4
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.4
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.4
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.4
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.4
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.4
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.4
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.4
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.4
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.4
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.4
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.3
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.3
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.3
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.3
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.3
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.1
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.0
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.0
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.0
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.0
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.0
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.0
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.0
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.0
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.0
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.0
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.0
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.0
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.0
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.0
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.0
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.0
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.0
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.2
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.3
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.3
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.3
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.3
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.3
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.4
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.4
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.4
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.4
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.4
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.4
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.5
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.5
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.6
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.8
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.9
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.9
411d9597-c785-4de5-b449-29a80d_D2
Normal
-1.0
b2400046-1d25-429d-a821-6040a6
Tumor
-1.0
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
