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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.
UBE2W 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
5.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
25.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
25.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
20.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
17.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
16.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
15.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
11.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
10.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
10.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
10.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
10.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
10.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
10.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
9.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
9.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
9.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
9.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
9.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
9.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
9.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
8.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
8.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
8.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
8.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
8.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
8.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
8.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
8.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
8.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
7.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
7.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
7.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
7.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
7.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
7.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
7.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
7.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
7.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
7.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
7.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
7.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
7.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
7.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
7.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
7.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
7.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
7.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
7.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
7.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
7.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
7.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
6.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
6.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
6.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
6.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
6.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
6.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
6.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
6.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
6.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
6.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
6.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
6.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
6.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
6.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
6.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
6.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
6.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
6.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
6.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
6.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
6.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
6.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
6.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
6.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
6.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
6.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
6.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
5.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
5.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
5.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
5.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
5.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
5.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
5.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
5.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
5.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
5.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
5.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
5.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
5.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
5.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
5.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
5.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
5.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
5.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
5.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
5.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
5.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
5.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
5.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
5.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
5.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
5.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
5.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
5.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
5.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
5.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
5.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
5.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
5.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
5.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
5.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
5.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
4.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
4.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
4.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
4.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
4.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
4.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
4.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
4.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
4.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
4.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
4.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
4.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
4.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
4.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
4.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
4.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
4.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
4.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
4.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
4.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
4.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
4.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
4.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
4.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
4.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
4.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
4.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
4.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
4.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
4.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
4.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
4.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
4.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
4.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
4.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
4.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
4.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
4.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
4.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
4.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
4.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
4.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
4.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
4.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
4.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
4.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
4.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
4.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
4.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
4.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
4.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
4.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
4.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
4.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
4.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
4.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
4.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
4.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
3.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
3.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
3.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
3.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
3.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
3.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
3.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
3.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
3.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
3.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
3.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
3.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
3.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
3.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
3.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
3.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
3.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
3.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
3.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
3.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
3.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
3.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
3.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
3.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
3.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
3.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
3.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
3.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
3.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
3.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
3.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
3.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
3.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
3.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
3.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
3.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
3.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
3.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
3.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
2.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
2.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
2.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
2.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
2.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
2.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
2.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
2.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
2.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
2.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
2.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
2.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
2.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
1.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
1.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 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.
UBE2W 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
13.5
Number of samples
486
Samples
Sample
Description
TPM
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
30.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
30.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
24.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
24.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
23.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
23.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
22.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
22.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
21.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
21.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
20.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
20.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
20.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
20.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
20.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
20.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
20.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
19.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
19.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
19.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
19.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
19.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
19.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
19.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
19.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
19.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
19.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
19.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
19.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
18.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
18.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
18.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
18.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
18.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
18.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
18.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
18.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
18.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
18.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
18.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
18.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
18.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
18.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
18.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
18.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
18.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
17.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
17.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
17.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
17.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
17.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
17.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
17.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
17.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
17.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
17.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
17.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
17.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
17.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
17.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
17.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
17.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
17.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
17.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
17.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
16.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
16.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
16.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
16.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
16.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
16.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
16.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
16.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
16.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
16.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
16.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
16.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
16.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
16.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
16.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
16.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
16.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
16.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
16.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
16.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
16.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
16.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
15.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
15.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
15.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
15.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
15.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
15.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
15.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
15.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
15.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
15.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
15.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
15.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
15.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
15.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
15.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
15.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
15.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
15.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
15.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
15.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
15.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
15.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
15.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
15.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
15.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
15.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
15.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
15.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
15.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
15.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
15.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
15.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
15.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
15.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
15.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
15.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
15.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
15.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
15.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
15.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
15.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
15.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
15.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
15.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
14.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
14.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
14.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
14.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
14.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
14.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
14.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
14.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
14.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
14.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
14.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
14.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
14.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
14.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
14.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
14.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
14.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
14.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
14.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
14.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
14.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
14.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
14.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
14.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
14.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
14.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
14.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
14.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
14.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
14.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
14.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
14.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
14.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
14.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
14.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
14.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
14.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
14.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
14.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
14.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
14.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
14.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
14.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
14.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
14.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
14.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
14.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
14.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
14.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
14.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
14.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
14.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
13.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
13.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
13.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
13.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
13.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
13.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
13.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
13.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
13.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
13.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
13.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
13.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
13.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
13.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
13.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
13.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
13.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
13.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
13.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
13.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
13.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
13.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
13.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
13.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
13.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
13.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
13.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
13.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
13.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
13.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
13.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
13.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
13.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
13.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
13.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
13.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
13.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
13.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
13.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
13.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
13.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
13.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
13.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
13.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
13.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
13.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
13.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
13.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
13.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
13.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
13.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
13.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
13.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
13.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
13.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
13.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
13.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
13.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
13.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
13.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
13.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
13.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
13.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
13.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
13.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
13.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
13.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
13.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
13.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
13.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
13.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
13.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
13.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
13.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
12.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
12.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
12.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
12.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
12.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
12.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
12.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
12.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
12.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
12.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
12.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
12.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
12.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
12.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
12.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
12.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
12.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
12.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
12.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
12.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
12.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
12.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
12.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
12.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
12.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
12.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
12.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
12.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
12.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
12.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
12.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
12.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
12.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
12.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
12.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
12.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
12.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
12.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
12.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
12.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
12.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
12.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
12.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
12.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
12.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
12.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
12.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
12.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
12.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
12.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
12.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
12.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
12.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
12.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
12.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
12.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
12.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
12.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
12.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
12.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
12.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
12.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
12.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
12.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
12.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
12.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
12.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
12.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
12.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
11.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
11.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
11.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
11.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
11.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
11.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
11.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
11.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
11.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
11.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
11.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
11.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
11.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
11.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
11.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
11.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
11.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
11.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
11.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
11.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
11.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
11.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
11.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
11.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
11.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
11.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
11.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
11.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
11.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
11.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
11.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
11.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
11.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
11.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
11.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
11.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
11.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
11.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
11.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
11.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
11.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
11.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
11.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
11.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
11.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
11.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
11.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
11.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
11.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
11.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
11.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
11.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
11.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
11.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
11.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
11.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
11.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
11.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
11.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
11.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
10.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
10.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
10.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
10.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
10.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
10.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
10.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
10.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
10.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
10.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
10.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
10.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
10.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
10.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
10.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
10.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
10.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
10.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
10.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
10.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
10.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
10.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
10.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
10.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
10.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
10.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
10.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
10.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
10.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
10.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
10.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
10.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
10.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
10.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
10.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
10.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
10.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
10.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
10.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
10.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
10.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
10.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
10.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
10.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
10.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
10.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
10.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
9.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
9.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
9.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
9.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
9.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
9.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
9.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
9.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
9.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
9.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
9.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
9.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
9.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
9.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
9.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
9.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
8.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
8.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
8.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
8.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
8.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
8.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
8.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
8.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
8.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
8.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
8.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
8.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
8.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
7.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
7.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
7.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
5.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.2
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.
UBE2W 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
5.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
14.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
13.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
11.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
10.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
9.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
9.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
9.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
8.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
8.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
8.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
8.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
8.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
7.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
7.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
7.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
7.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
7.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
6.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
6.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
6.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
6.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
6.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
6.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
6.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
6.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
6.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
5.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
5.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
5.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
5.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
5.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
5.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
5.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
5.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
5.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
5.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
5.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
5.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
5.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
5.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
5.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
5.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
5.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
5.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
5.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
5.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
5.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
5.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
5.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
5.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
5.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
5.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
4.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
4.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
4.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
4.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
4.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
4.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
4.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
4.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
4.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
4.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
4.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
3.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
3.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
3.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
3.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
3.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
3.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
3.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
3.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
3.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
3.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
3.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
2.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
2.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
2.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
1.6
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.
UBE2W 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
13.0
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
48.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
32.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
24.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
23.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
23.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
21.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
21.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
20.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
20.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
20.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
19.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
19.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
18.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
18.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
18.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
17.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
17.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
17.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
17.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
17.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
17.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
17.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
17.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
16.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
16.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
16.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
16.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
16.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
16.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
16.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
16.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
16.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
15.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
15.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
15.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
15.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
15.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
15.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
15.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
15.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
15.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
15.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
15.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
15.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
15.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
15.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
15.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
15.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
14.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
14.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
14.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
14.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
14.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
14.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
14.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
14.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
14.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
14.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
14.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
14.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
14.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
14.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
14.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
14.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
13.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
13.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
13.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
13.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
13.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
13.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
13.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
13.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
13.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
13.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
13.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
13.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
13.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
13.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
13.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
13.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
12.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
12.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
12.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
12.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
12.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
12.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
12.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
12.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
12.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
12.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
12.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
12.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
12.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
12.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
12.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
12.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
12.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
12.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
12.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
12.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
12.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
12.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
12.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
12.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
12.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
12.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
12.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
12.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
12.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
12.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
11.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
11.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
11.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
11.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
11.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
11.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
11.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
11.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
11.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
11.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
11.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
11.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
11.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
11.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
11.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
11.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
11.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
11.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
11.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
11.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
11.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
11.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
11.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
11.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
11.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
10.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
10.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
10.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
10.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
10.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
10.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
10.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
10.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
10.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
10.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
10.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
10.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
10.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
10.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
10.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
10.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
10.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
10.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
10.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
10.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
10.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
10.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
10.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
10.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
10.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
10.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
9.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
9.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
9.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
9.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
9.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
9.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
9.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
9.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
9.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
9.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
9.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
9.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
9.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
9.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
9.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
9.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
9.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
9.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
8.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
8.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
8.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
8.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
8.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
8.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
8.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
8.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
8.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
8.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
8.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
8.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
8.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
7.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
7.0
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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.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
