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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.
UBL7 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
18.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
36.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
36.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
30.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
29.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
29.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
29.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
27.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
26.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
26.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
26.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
26.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
25.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
25.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
25.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
25.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
25.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
25.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
25.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
25.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
25.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
24.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
24.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
24.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
24.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
24.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
24.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
24.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
23.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
23.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
23.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
23.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
23.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
23.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
23.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
23.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
23.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
22.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
22.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
22.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
22.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
22.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
22.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
22.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
22.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
22.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
22.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
22.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
22.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
22.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
22.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
22.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
21.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
21.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
21.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
21.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
21.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
21.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
21.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
21.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
21.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
21.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
21.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
21.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
21.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
21.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
20.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
20.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
20.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
20.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
20.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
20.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
20.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
20.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
20.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
20.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
20.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
20.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
20.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
20.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
20.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
20.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
19.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
19.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
19.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
19.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
19.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
19.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
19.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
19.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
19.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
19.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
19.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
19.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
19.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
19.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
19.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
19.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
19.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
19.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
19.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
19.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
19.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
19.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
19.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
18.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
18.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
18.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
18.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
18.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
18.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
18.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
18.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
18.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
18.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
18.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
18.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
18.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
18.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
18.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
18.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
18.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
17.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
17.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
17.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
17.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
17.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
17.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
17.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
17.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
17.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
17.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
17.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
17.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
17.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
17.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
17.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
17.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
17.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
17.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
17.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
16.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
16.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
16.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
16.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
16.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
16.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
16.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
16.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 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
16.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
16.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
16.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
16.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
16.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
16.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
16.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
16.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
16.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
16.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
16.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
16.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
16.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
16.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
16.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
16.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
16.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
16.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
16.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
16.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
16.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
16.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
16.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
15.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
15.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
15.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
15.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
15.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
15.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
15.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
15.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
15.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
15.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
15.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
15.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
15.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
15.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
15.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
15.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
15.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
15.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
15.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
14.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
14.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
14.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
14.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
14.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
14.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
14.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
14.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
14.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
14.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
14.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
13.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
13.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
13.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
13.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
13.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
13.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
13.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
13.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
13.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
13.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
13.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
13.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
13.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
13.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
12.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
12.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
12.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
12.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
12.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
12.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
12.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
12.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
12.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
12.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
11.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
11.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
11.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
11.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
11.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
11.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
11.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
11.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
11.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
11.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
10.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
10.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
10.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
10.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
10.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
10.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
10.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
9.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
9.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
9.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
9.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
9.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
8.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
8.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
7.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
UBL7 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
12.8
Number of samples
486
Samples
Sample
Description
TPM
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
25.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
23.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
23.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
22.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
21.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
21.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
21.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
21.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
21.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
21.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
20.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
20.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
20.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
20.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
19.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
19.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
19.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
19.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
19.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
19.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
18.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
18.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
18.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
18.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
18.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
18.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
18.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
18.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
18.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
18.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
18.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
18.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
18.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
17.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
17.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
17.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
17.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
17.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
17.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
17.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
17.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
17.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
17.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
17.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
17.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
17.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
17.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
17.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
17.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
17.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
16.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
16.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
16.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
16.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
16.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
16.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
16.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
16.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
16.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
16.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
16.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
16.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
16.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
16.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
16.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
16.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
16.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
16.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
16.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
16.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
16.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
16.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
16.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
16.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
15.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
15.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
15.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
15.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
15.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
15.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
15.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
15.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
15.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
15.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
15.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
15.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
15.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
15.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
15.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
15.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
15.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
15.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
15.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
15.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
15.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
15.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
15.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
15.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
15.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
15.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
15.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
15.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
15.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
15.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
15.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
15.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
15.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
15.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
15.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
15.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
15.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
15.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
15.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
15.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
15.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
15.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
14.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
14.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
14.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
14.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
14.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
14.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
14.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
14.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
14.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
14.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
14.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
14.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
14.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
14.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
14.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
14.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
14.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
14.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
14.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
14.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
14.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
14.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
14.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
14.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
14.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
14.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
14.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
14.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
14.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
14.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
14.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
14.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
14.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
14.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
14.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
14.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
14.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
14.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
14.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
14.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
14.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
14.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
13.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
13.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
13.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
13.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
13.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
13.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
13.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
13.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
13.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
13.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
13.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
13.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
13.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
13.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
13.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
13.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
13.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
13.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
13.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
13.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
13.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
13.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
13.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
13.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
13.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
13.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
13.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
13.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
13.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
13.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
13.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
13.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
13.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
13.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
13.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
13.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
13.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
13.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
13.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
13.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
13.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
13.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
13.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
13.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
13.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
13.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
13.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
13.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
13.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
13.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
13.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
13.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
13.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
13.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
13.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
13.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
13.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
13.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
12.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
12.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
12.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
12.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
12.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
12.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
12.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
12.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
12.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
12.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
12.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
12.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
12.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
12.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
12.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
12.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
12.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
12.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
12.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
12.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
12.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
12.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
12.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
12.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
12.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
12.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
12.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
12.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
12.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
12.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
12.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
12.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
12.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
12.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
12.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
12.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
12.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
12.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
12.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
12.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
12.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
12.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
12.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
12.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
12.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
12.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
12.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
12.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
12.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
12.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
12.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
12.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
12.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
12.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
12.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
12.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
12.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
12.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
12.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
12.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
12.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
11.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
11.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
11.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
11.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
11.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
11.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
11.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
11.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
11.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
11.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
11.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
11.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
11.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
11.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
11.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
11.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
11.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
11.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
11.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
11.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
11.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
11.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
11.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
11.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
11.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
11.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
11.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
11.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
11.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
11.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
11.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
11.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
11.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
11.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
11.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
11.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
11.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
11.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
11.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
11.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
11.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
11.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
11.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
11.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
11.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
11.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
11.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
11.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
11.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
11.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
11.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
11.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
11.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
11.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
11.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
11.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
10.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
10.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
10.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
10.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
10.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
10.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
10.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
10.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
10.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
10.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
10.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
10.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
10.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
10.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
10.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
10.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
10.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
10.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
10.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
10.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
10.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
10.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
10.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
10.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
10.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
10.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
10.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
10.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
10.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
10.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
10.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
10.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
10.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
10.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
10.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
10.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
10.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
10.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
10.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
10.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
10.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
10.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
10.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
10.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
10.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
10.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
10.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
10.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
10.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
10.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
10.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
10.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
9.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
9.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
9.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
9.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
9.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
9.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
9.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
9.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
9.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
9.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
9.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
9.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
9.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
9.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
9.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
9.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
9.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
9.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
9.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
9.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
9.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
9.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
9.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
9.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
9.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
9.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
9.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
9.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
9.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
9.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
9.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
9.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
9.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
9.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
9.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
9.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
8.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
8.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
8.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
8.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
8.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
8.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
8.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
8.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
8.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
8.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
8.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
8.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
8.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
8.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
8.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
8.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
8.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
8.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
8.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
8.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
8.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
7.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
7.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
7.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
7.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
7.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
7.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
7.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
7.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
7.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
7.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
7.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
7.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
6.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
6.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
6.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
6.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
6.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
6.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
6.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
6.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
6.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
5.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
3.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
UBL7 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
17.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
80.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
30.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
27.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
27.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
26.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
24.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
23.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
23.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
23.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
23.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
23.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
23.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
22.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
22.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
21.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
21.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
21.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
21.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
20.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
20.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
20.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
20.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
19.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
19.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
19.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
19.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
18.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
18.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
18.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
18.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
18.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
18.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
18.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
17.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
17.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
17.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
17.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
17.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
17.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
17.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
17.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
17.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
17.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
17.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
17.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
16.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
16.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
16.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
16.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
16.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
16.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
16.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
15.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
15.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
15.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
15.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
15.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
15.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
15.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
15.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
15.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
14.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
14.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
14.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
14.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
14.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
14.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
13.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
13.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
13.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
13.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
13.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
13.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
13.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
12.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
11.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
11.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
11.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
10.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
10.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
10.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
10.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
10.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
9.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
9.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
9.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
8.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 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.
UBL7 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
11.3
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
20.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
19.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
18.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
18.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
18.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
18.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
18.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
18.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
17.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
17.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
17.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
16.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
16.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
16.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
16.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
16.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
16.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
16.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
15.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
15.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
15.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
15.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
15.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
15.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
15.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
14.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
14.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
14.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
14.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
14.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
14.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
14.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
14.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
14.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
14.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
14.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
14.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
14.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
14.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
13.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
13.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
13.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
13.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
13.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
13.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
13.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
13.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
13.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
13.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
13.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
13.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
13.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
13.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
13.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
13.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
13.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
13.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
13.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
13.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
13.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
13.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
12.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
12.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
12.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
12.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
12.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
12.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
12.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
12.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
12.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
12.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
12.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
12.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
12.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
12.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
12.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
12.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
12.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
12.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
12.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
12.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
12.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
12.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
12.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
12.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
11.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
11.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
11.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
11.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
11.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
11.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
11.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
11.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
11.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
11.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
11.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
11.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
11.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
11.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
11.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
11.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
11.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
10.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
10.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
10.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
10.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
10.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
10.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
10.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
10.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
10.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
10.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
10.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
10.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
10.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
10.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
10.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
10.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
10.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
10.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
10.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
10.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
10.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
10.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
10.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
10.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
10.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
9.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
9.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
9.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
9.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
9.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
9.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
9.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
9.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
9.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
9.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
9.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
9.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
9.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
9.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
9.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
9.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
9.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
9.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
9.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
9.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
9.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
9.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
9.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
9.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
8.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
8.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
8.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
8.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
8.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
8.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
8.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
8.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
8.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
8.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
8.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
8.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
8.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
8.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
8.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
8.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
8.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
8.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
8.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
8.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
8.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
8.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
8.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
8.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
7.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
7.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
7.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
7.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
7.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
7.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
7.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
7.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
7.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
7.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
7.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
7.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
7.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
7.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
7.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
6.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
6.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
6.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
5.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
5.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
5.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
4.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
4.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
1.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.9
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.9
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.9
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.9
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.8
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.8
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.7
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.7
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.6
8cc7e656-0152-4359-8566-0581c3
Tumor
0.6
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.6
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.6
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.5
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.5
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.5
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.5
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.5
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.4
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.4
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.4
41a04113-2061-4923-bca5-da586c_D2
Normal
0.4
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
0.3
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.3
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.3
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.3
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.3
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.0
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.0
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.0
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.0
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.3
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.3
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.3
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.3
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.3
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.3
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.4
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.4
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.4
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.4
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.4
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.4
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.4
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.4
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.4
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.4
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.5
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.5
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.5
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.5
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.5
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.5
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.5
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.5
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.6
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.6
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.6
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.6
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.6
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.6
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.6
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.6
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.6
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.6
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.6
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.7
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.7
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.7
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.7
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.8
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.8
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.8
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.8
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.8
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.8
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.8
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.9
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.9
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.9
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.9
b2400046-1d25-429d-a821-6040a6
Tumor
-1.0
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-1.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-1.0
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-1.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-1.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-1.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-1.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-1.4
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
