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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.
UBE2Q2 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
16.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
45.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
38.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
34.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
34.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
34.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
32.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
32.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
30.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
30.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
29.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
29.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
29.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
29.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
28.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
27.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
27.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
27.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
27.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
26.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
26.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
26.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
26.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
26.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
26.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
26.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
25.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
25.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
25.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
25.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
25.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
24.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
24.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
24.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
24.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
24.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
24.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
24.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
23.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
23.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
23.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
23.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
23.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
23.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
22.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
22.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
22.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
22.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
22.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
22.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
22.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
22.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
22.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
22.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
21.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
21.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
21.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
21.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
20.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
20.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
20.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
20.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
20.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
20.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
20.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
20.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
20.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
20.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
20.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
20.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
19.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
19.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
19.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
19.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
19.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
19.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
19.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
19.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
19.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
19.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
18.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
18.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
18.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
18.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
18.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
18.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
18.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
17.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
17.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
17.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
17.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
17.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
17.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
17.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
17.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
17.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
17.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
17.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
17.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
17.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
17.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
17.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
17.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
17.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
17.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
17.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
17.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
17.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
17.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
16.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
16.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
16.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
16.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
16.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
16.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
16.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
16.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
16.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
16.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
16.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
16.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
16.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
15.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
15.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
15.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
15.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
15.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
15.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
15.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
15.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
15.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
15.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
15.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
15.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
14.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
14.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
14.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
14.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
14.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
14.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
14.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
14.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
14.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
14.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
14.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
14.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
14.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
14.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
14.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
13.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
13.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
13.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
13.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
13.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
13.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
13.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
13.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
13.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
13.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
13.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
13.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
13.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
13.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
12.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
12.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
12.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
12.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
12.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
12.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
12.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
12.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
12.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
12.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
12.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
12.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
12.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
12.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
11.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
11.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
11.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
11.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
11.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
11.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
11.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
11.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
11.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
11.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
11.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
10.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
10.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
10.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
10.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
10.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
10.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
10.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
10.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
10.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
10.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
10.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
10.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
10.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
10.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
10.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
10.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
10.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
10.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
10.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
10.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
10.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
9.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
9.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
9.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
9.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
9.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
9.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
9.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
9.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
9.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
9.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
9.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
9.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
9.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
8.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
8.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
8.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
8.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
8.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
8.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
8.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
8.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
8.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
8.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
7.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
7.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
7.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
7.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
7.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
7.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
7.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
7.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
6.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
6.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
6.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
6.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
6.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
6.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
5.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
5.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
5.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
4.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
UBE2Q2 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
19.7
Number of samples
486
Samples
Sample
Description
TPM
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
41.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
39.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
38.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
35.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
35.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
35.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
35.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
35.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
34.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
34.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
34.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
34.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
34.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
33.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
33.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
32.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
32.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
32.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
32.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
31.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
31.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
31.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
31.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
31.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
31.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
30.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
30.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
30.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
30.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
30.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
30.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
30.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
29.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
29.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
29.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
29.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
29.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
29.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
29.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
29.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
29.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
28.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
28.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
28.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
28.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
28.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
28.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
28.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
28.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
28.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
28.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
28.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
28.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
28.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
28.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
28.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
28.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
28.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
28.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
27.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
27.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
27.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
27.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
27.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
27.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
27.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
27.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
27.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
27.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
27.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
27.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
27.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
26.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
26.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
26.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
26.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
26.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
26.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
26.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
26.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
26.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
26.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
26.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
26.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
26.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
26.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
26.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
26.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
25.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
25.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
25.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
25.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
25.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
25.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
25.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
25.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
25.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
25.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
25.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
25.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
24.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
24.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
24.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
24.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
24.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
24.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
24.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
24.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
24.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
24.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
24.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
24.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
24.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
24.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
24.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
24.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
24.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
23.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
23.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
23.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
23.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
23.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
23.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
23.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
23.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
23.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
23.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
23.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
23.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
23.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
23.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
23.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
23.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
23.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
23.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
23.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
22.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
22.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
22.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
22.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
22.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
22.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
22.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
22.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
22.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
22.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
22.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
22.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
22.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
22.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
22.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
22.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
22.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
22.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
22.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
22.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
21.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
21.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
21.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
21.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
21.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
21.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
21.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
21.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
21.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
21.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
21.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
21.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
21.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
21.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
21.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
21.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
21.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
21.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
21.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
21.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
21.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
21.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
21.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
21.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
21.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
21.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
21.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
21.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
21.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
21.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
21.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
21.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
21.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
21.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
21.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
20.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
20.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
20.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
20.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
20.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
20.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
20.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
20.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
20.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
20.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
20.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
20.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
20.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
20.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
20.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
20.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
20.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
20.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
20.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
20.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
20.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
20.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
20.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
20.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
20.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
20.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
20.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
20.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
20.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
20.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
20.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
20.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
20.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
20.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
19.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
19.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
19.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
19.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
19.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
19.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
19.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
19.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
19.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
19.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
19.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
19.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
19.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
19.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
19.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
19.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
19.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
19.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
19.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
19.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
19.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
19.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
19.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
19.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
19.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
19.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
19.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
19.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
19.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
18.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
18.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
18.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
18.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
18.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
18.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
18.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
18.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
18.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
18.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
18.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
18.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
18.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
18.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
18.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
18.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
18.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
18.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
18.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
18.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
18.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
18.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
18.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
18.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
18.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
18.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
18.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
17.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
17.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
17.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
17.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
17.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
17.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
17.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
17.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
17.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
17.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
17.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
17.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
17.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
17.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
17.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
17.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
17.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
17.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
17.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
17.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
17.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
17.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
17.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
17.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
17.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
17.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
16.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
16.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
16.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
16.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
16.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
16.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
16.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
16.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
16.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
16.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
16.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
16.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
16.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
16.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
16.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
16.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
16.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
16.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
16.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
16.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
16.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
16.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
16.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
16.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
16.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
16.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
16.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
16.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
15.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
15.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
15.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
15.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
15.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
15.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
15.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
15.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
15.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
15.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
15.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
15.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
15.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
15.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
15.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
15.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
15.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
15.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
15.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
15.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
15.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
15.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
15.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
15.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
15.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
15.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
15.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
15.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
15.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
15.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
14.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
14.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
14.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
14.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
14.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
14.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
14.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
14.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
14.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
14.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
14.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
14.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
14.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
14.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
14.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
14.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
14.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
14.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
14.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
14.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
14.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
14.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
14.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
13.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
13.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
13.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
13.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
13.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
13.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
13.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
13.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
13.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
13.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
13.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
13.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
13.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
13.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
13.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
13.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
13.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
13.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
13.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
13.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
13.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
13.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
13.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
13.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
13.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
13.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
13.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
12.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
12.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
12.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
12.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
12.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
12.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
12.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
12.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
12.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
12.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
12.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
12.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
12.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
12.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
12.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
12.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
12.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
11.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
11.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
11.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
11.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
11.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
11.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
11.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
11.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
11.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
11.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
11.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
11.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
11.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
11.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
10.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
10.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
10.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
10.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
10.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
10.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
10.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
9.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
9.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
9.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
9.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
9.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
9.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
9.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
9.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
9.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
9.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
8.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
8.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
8.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
8.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
8.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
7.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
7.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
6.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
6.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
4.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.3
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.
UBE2Q2 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
16.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
40.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
34.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
32.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
28.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
28.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
28.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
26.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
26.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
26.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
26.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
26.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
25.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
24.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
24.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
24.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
23.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
22.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
21.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
20.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
20.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
20.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
19.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
19.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
19.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
19.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
18.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
18.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
18.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
18.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
17.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
17.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
17.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
17.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
17.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
16.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
16.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
16.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
16.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
16.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
16.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
16.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
15.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
15.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
15.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
15.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
15.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
15.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
15.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
15.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
15.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
14.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
14.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
14.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
14.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
14.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
13.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
13.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
13.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
12.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
12.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
12.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
12.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
12.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
12.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
12.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
11.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
11.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
11.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
11.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
10.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
10.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
9.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
9.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
9.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
9.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
9.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
8.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
8.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
8.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
7.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
7.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
6.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
6.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
6.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
5.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
UBE2Q2 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
17.1
Number of samples
207
Samples
Sample
Description
TPM
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
36.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
33.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
33.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
32.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
28.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
27.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
25.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
25.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
25.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
25.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
25.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
24.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
24.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
24.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
24.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
24.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
24.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
23.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
23.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
23.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
22.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
22.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
22.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
22.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
22.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
22.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
22.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
22.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
22.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
22.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
22.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
21.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
21.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
21.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
21.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
21.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
21.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
21.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
21.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
21.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
21.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
21.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
20.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
20.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
20.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
20.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
20.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
20.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
20.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
20.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
20.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
20.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
20.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
19.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
19.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
19.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
19.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
19.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
19.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
19.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
19.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
19.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
19.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
19.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
19.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
19.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
18.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
18.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
18.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
18.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
18.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
18.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
18.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
18.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
18.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
18.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
18.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
18.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
18.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
18.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
18.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
18.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
18.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
17.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
17.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
17.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
17.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
17.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
17.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
17.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
17.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
17.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
17.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
17.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
17.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
17.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
17.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
17.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
17.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
17.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
17.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
16.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
16.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
16.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
16.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
16.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
16.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
16.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
16.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
16.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
16.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
16.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
16.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
16.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
16.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
15.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
15.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
15.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
15.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
15.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
15.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
15.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
15.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
15.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
15.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
15.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
15.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
15.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
15.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
15.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
15.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
14.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
14.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
14.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
14.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
14.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
14.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
14.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
14.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
14.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
14.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
14.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
14.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
14.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
14.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
14.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
14.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
14.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
14.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
14.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
13.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
13.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
13.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
13.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
13.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
13.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
13.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
13.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
13.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
13.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
13.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
13.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
13.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
13.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
12.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
12.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
12.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
12.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
12.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
12.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
12.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
12.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
11.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
11.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
11.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
11.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
11.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
11.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
11.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
11.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
11.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
11.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
10.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
10.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
10.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
10.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
10.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
10.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
10.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
9.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
9.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
8.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
8.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
7.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
6.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
5.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
