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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.
UBA3 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
33.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
97.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
75.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
59.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
58.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
58.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
57.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
55.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
54.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
53.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
51.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
51.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
50.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
50.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
49.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
49.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
49.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
48.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
46.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
46.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
46.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
45.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
45.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
45.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
45.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
44.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
44.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
44.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
43.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
43.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
43.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
43.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
42.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
42.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
42.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
42.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
42.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
41.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
41.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
41.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
41.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
41.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
41.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
40.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
40.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
40.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
40.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
40.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
40.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
40.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
39.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
39.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
39.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
39.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
39.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
39.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
39.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
38.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
38.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
38.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
38.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
38.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
38.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
37.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
37.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
37.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
37.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
37.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
37.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
37.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
37.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
37.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
37.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
37.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
37.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
36.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
36.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
36.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
36.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
36.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
36.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
36.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
35.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
35.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
35.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
35.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
35.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
35.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
35.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
35.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
35.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
34.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
34.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
34.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
34.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
34.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
34.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
34.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
34.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
34.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
34.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
34.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
34.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
33.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
33.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
33.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
33.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
33.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
33.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
33.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
33.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
33.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
33.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
33.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
32.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
32.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
32.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
32.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
32.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
32.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
32.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
32.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
32.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
32.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
32.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
32.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
31.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
31.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
31.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
31.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
31.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
31.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
31.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
31.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
31.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
31.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
30.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
30.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
30.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
30.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
30.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
30.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
30.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
30.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
30.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
30.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
30.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
30.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
30.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
30.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
29.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
29.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
29.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
29.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
29.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
29.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
29.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
29.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
29.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
29.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
29.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
29.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
29.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
29.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
28.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
28.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
28.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
28.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
28.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
28.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
28.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
28.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
28.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
28.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
28.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
28.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
27.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
27.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
27.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
27.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
27.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
27.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
27.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
27.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
27.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
27.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
27.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
27.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
27.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
27.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
26.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
26.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
26.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
26.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
26.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
26.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
26.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
26.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
25.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
25.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
25.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
25.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
25.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
25.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
25.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
25.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
25.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
25.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
25.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
25.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
25.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
25.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
25.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
24.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
24.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
24.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
24.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
24.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
24.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
23.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
23.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
23.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
23.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
23.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
23.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
23.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
23.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
22.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
22.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
22.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
22.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
22.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
21.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
21.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
21.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
21.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
21.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
21.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
21.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
21.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
20.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
20.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
20.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
20.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
19.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
19.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
18.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
18.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
18.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
18.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
17.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
17.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
17.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
17.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 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.
UBA3 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
29.7
Number of samples
486
Samples
Sample
Description
TPM
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
63.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
56.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
56.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
55.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
54.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
53.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
53.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
51.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
50.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
50.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
50.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
49.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
48.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
48.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
48.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
47.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
47.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
46.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
46.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
45.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
45.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
45.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
45.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
45.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
45.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
44.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
44.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
44.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
44.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
44.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
44.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
44.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
44.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
44.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
44.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
44.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
43.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
43.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
43.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
43.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
43.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
43.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
43.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
43.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
43.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
43.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
42.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
42.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
42.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
42.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
42.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
42.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
42.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
41.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
41.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
41.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
41.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
41.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
41.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
41.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
40.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
40.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
40.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
40.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
40.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
40.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
40.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
40.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
40.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
39.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
39.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
39.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
39.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
39.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
39.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
38.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
38.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
38.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
38.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
38.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
38.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
38.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
38.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
38.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
38.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
37.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
37.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
37.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
37.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
37.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
37.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
37.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
37.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
37.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
37.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
37.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
37.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
37.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
36.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
36.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
36.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
36.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
36.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
36.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
36.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
36.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
36.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
36.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
36.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
36.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
36.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
36.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
36.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
35.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
35.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
35.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
35.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
35.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
35.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
35.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
35.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
35.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
35.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
34.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
34.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
34.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
34.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
34.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
34.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
34.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
34.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
34.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
34.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
34.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
34.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
33.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
33.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
33.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
33.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
33.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
33.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
33.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
33.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
33.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
33.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
33.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
33.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
33.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
33.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
33.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
33.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
33.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
33.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
33.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
33.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
33.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
32.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
32.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
32.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
32.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
32.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
32.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
32.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
32.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
32.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
32.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
32.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
32.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
32.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
32.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
32.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
32.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
31.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
31.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
31.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
31.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
31.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
31.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
31.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
31.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
31.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
31.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
31.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
31.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
31.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
31.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
31.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
31.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
31.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
31.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
31.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
31.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
31.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
31.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
31.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
31.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
31.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
30.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
30.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
30.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
30.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
30.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
30.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
30.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
30.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
30.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
30.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
30.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
30.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
30.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
30.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
29.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
29.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
29.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
29.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
29.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
29.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
29.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
29.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
29.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
29.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
29.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
29.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
29.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
29.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
29.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
29.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
28.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
28.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
28.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
28.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
28.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
28.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
28.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
28.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
28.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
28.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
28.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
28.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
28.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
28.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
28.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
28.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
28.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
28.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
28.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
28.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
28.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
28.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
28.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
28.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
28.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
27.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
27.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
27.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
27.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
27.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
27.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
27.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
27.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
27.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
27.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
27.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
27.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
27.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
27.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
27.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
27.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
27.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
27.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
27.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
27.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
27.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
27.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
27.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
27.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
27.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
27.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
27.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
27.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
27.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
27.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
27.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
26.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
26.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
26.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
26.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
26.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
26.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
26.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
26.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
26.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
26.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
26.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
26.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
26.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
26.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
26.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
26.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
26.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
26.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
26.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
26.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
26.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
26.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
26.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
26.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
26.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
26.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
26.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
26.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
26.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
26.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
26.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
25.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
25.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
25.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
25.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
25.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
25.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
25.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
25.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
25.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
25.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
25.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
25.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
25.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
25.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
25.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
25.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
25.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
25.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
25.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
25.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
25.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
25.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
25.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
25.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
24.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
24.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
24.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
24.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
24.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
24.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
24.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
24.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
24.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
24.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
24.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
24.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
24.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
24.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
24.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
24.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
24.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
24.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
24.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
24.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
24.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
24.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
24.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
23.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
23.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
23.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
23.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
23.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
23.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
23.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
23.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
23.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
23.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
23.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
23.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
23.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
23.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
23.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
23.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
23.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
23.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
23.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
23.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
23.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
23.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
22.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
22.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
22.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
22.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
22.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
22.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
22.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
22.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
22.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
22.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
22.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
22.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
22.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
22.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
21.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
21.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
21.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
21.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
21.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
21.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
21.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
21.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
21.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
21.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
21.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
21.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
21.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
21.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
21.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
21.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
21.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
20.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
20.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
20.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
20.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
20.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
20.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
20.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
20.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
20.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
20.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
20.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
20.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
20.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
20.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
20.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
20.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
20.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
20.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
19.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
19.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
19.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
19.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
19.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
19.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
19.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
19.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
19.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
19.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
19.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
19.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
19.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
19.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
19.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
19.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
19.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
19.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
18.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
18.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
18.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
18.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
18.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
18.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
18.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
18.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
18.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
18.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
17.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
17.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
17.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
16.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
16.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
16.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
15.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
15.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
15.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
14.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
14.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
14.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
14.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
14.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
13.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
13.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
13.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
13.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
12.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
12.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
11.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
11.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.6
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.
UBA3 is potential prognostic, high expression is favorable 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
35.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
67.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
61.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
57.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
56.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
50.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
49.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
49.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
47.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
46.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
46.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
45.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
45.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
43.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
43.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
43.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
43.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
43.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
42.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
41.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
41.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
41.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
40.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
40.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
40.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
40.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
40.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
40.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
39.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
39.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
38.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
38.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
38.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
37.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
37.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
36.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
36.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
36.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
35.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
35.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
35.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
35.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
35.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
35.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
34.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
34.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
34.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
33.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
33.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
33.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
32.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
32.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
32.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
32.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
32.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
31.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
31.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
31.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
30.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
30.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
30.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
29.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
29.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
28.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
28.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
28.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
27.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
27.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
27.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
27.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
26.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
26.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
26.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
26.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
25.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
25.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
23.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
22.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
22.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
21.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
21.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
21.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
21.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
21.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
21.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
20.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
20.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
20.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 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.
UBA3 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
32.8
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
197.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
68.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
68.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
63.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
58.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
55.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
53.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
52.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
51.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
51.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
50.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
50.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
50.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
48.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
48.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
47.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
46.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
46.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
46.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
44.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
44.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
44.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
44.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
43.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
42.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
42.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
42.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
42.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
42.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
41.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
41.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
41.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
41.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
41.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
41.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
40.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
40.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
40.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
40.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
40.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
40.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
39.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
39.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
39.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
39.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
39.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
39.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
39.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
38.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
38.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
37.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
37.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
36.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
36.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
35.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
35.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
35.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
35.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
35.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
35.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
35.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
35.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
34.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
34.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
34.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
34.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
34.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
34.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
34.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
34.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
34.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
33.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
33.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
33.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
33.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
33.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
33.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
33.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
32.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
32.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
32.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
32.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
32.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
32.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
32.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
32.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
32.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
32.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
32.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
32.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
32.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
31.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
31.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
31.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
31.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
31.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
31.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
31.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
31.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
31.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
31.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
31.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
31.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
31.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
31.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
30.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
30.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
30.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
30.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
30.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
30.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
30.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
30.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
29.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
29.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
29.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
29.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
29.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
29.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
29.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
29.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
29.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
28.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
28.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
28.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
28.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
28.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
28.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
28.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
28.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
28.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
28.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
27.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
27.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
27.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
27.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
27.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
27.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
27.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
27.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
27.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
27.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
26.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
26.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
26.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
26.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
26.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
26.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
26.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
26.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
26.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
26.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
26.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
25.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
25.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
25.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
25.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
25.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
25.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
25.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
25.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
25.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
25.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
25.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
25.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
24.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
24.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
24.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
24.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
24.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
24.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
23.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
23.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
23.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
23.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
23.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
23.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
23.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
23.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
22.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
22.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
22.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
22.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
22.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
22.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
22.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
22.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
21.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
21.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
20.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
20.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
20.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
20.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
19.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
19.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
19.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
19.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
18.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
18.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
18.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
17.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
17.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
16.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
14.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
13.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
12.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
7.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.7
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.6
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.5
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.5
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.5
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.5
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.5
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.4
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.4
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.4
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.4
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.4
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.4
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.4
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.3
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.3
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.3
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.3
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.3
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.3
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.3
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Tumor
0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.2
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Tumor
0.2
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Tumor
0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Normal
0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.2
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Tumor
0.2
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Tumor
0.2
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Normal
0.2
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Tumor
0.2
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Normal
0.2
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Normal
0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.2
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Tumor
0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.1
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Normal
0.1
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Normal
0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.1
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Normal
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.0
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.0
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.0
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.0
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Tumor
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.0
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.0
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Tumor
0.0
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Normal
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
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Tumor
0.0
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Normal
0.0
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
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Normal
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
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Tumor
0.0
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Normal
0.0
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.0
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Normal
0.0
8cc7e656-0152-4359-8566-0581c3
Tumor
0.0
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Normal
0.0
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Normal
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.0
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Tumor
0.0
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
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Tumor
0.0
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Tumor
0.0
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.1
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Normal
-0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.1
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Normal
-0.1
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Normal
-0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.1
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Normal
-0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.2
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Normal
-0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.2
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Tumor
-0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.2
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Tumor
-0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.2
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.3
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.3
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.4
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.5
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.6
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
