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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.
UTP20 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
6.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
38.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
27.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
22.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
22.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
14.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
13.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
13.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
12.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
10.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
10.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
10.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
9.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
9.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
9.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
9.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
9.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
9.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
9.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
9.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
9.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
9.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
8.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
8.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
8.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
8.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
8.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
8.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
8.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
8.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
8.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
8.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
8.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
8.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
8.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
8.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
8.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
7.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
7.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
7.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
7.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
7.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
7.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
7.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
7.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
7.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
7.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
7.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
7.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
7.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
7.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
7.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
7.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
7.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
7.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
7.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
7.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
7.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
7.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
7.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
7.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
6.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
6.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
6.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
6.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
6.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
6.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
6.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
6.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
6.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
6.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
6.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
6.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
6.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
6.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
6.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
6.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
6.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
6.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
6.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
6.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
6.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
6.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
6.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
6.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
6.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
6.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
6.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
6.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
6.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
6.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
6.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
6.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
6.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
6.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
6.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
6.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
6.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
6.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
6.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
6.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
6.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
6.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
6.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
6.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
6.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
5.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
5.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
5.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
5.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
5.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
5.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
5.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
5.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
5.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
5.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
5.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
5.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
5.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
5.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
5.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
5.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
5.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
5.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
5.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
5.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
5.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
5.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
5.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
5.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
5.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
5.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
5.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
5.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
5.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
5.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
5.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
5.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
5.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
5.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
5.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
5.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
5.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
5.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
5.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
5.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
5.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
5.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
5.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
5.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
5.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
5.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
5.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
5.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
4.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
4.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
4.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
4.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
4.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
4.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
4.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
4.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
4.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
4.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
4.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
4.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
4.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
4.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
4.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
4.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
4.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
4.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
4.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
4.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
4.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
4.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
4.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
4.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
4.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
4.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
4.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
4.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
4.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
4.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
4.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
4.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
4.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
4.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
4.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
4.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
3.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
3.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
3.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
3.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
3.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
3.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
3.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
3.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
3.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
3.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
3.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
3.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
3.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
3.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
3.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
3.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
3.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
3.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
3.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
3.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
3.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
3.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
3.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
3.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
3.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
2.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
2.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
2.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
2.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
2.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
2.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
2.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
1.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
1.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 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.
UTP20 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
13.8
Number of samples
486
Samples
Sample
Description
TPM
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
32.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
31.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
31.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
30.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
29.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
28.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
27.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
27.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
27.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
27.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
27.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
26.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
26.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
26.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
25.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
24.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
24.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
24.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
23.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
23.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
23.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
23.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
22.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
22.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
22.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
22.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
21.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
21.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
21.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
21.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
21.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
21.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
20.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
20.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
20.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
20.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
20.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
20.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
20.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
19.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
19.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
19.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
19.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
19.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
19.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
19.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
19.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
19.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
19.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
19.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
19.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
19.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
19.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
19.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
19.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
18.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
18.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
18.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
18.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
18.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
18.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
18.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
18.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
18.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
18.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
18.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
18.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
18.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
18.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
18.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
18.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
18.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
18.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
18.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
18.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
18.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
18.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
17.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
17.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
17.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
17.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
17.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
17.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
17.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
17.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
17.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
17.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
17.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
17.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
17.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
17.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
17.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
17.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
17.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
17.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
17.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
16.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
16.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
16.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
16.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
16.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
16.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
16.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
16.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
16.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
16.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
16.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
16.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
16.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
16.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
16.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
16.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
16.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
16.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
16.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
16.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
16.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
16.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
16.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
16.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
16.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
16.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
16.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
16.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
16.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
16.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
16.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
16.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
15.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
15.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
15.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
15.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
15.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
15.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
15.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
15.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
15.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
15.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
15.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
15.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
15.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
15.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
15.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
15.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
15.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
15.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
15.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
15.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
15.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
15.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
15.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
15.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
15.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
15.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
15.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
15.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
15.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
14.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
14.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
14.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
14.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
14.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
14.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
14.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
14.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
14.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
14.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
14.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
14.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
14.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
14.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
14.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
14.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
14.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
14.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
14.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
14.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
14.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
14.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
14.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
14.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
14.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
14.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
14.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
14.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
14.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
14.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
14.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
14.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
14.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
14.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
14.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
14.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
14.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
14.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
14.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
14.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
14.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
14.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
14.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
14.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
13.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
13.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
13.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
13.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
13.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
13.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
13.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
13.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
13.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
13.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
13.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
13.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
13.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
13.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
13.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
13.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
13.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
13.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
13.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
13.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
13.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
13.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
13.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
13.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
13.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
13.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
13.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
13.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
13.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
13.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
13.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
13.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
13.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
13.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
13.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
13.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
13.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
13.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
13.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
13.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
12.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
12.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
12.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
12.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
12.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
12.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
12.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
12.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
12.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
12.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
12.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
12.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
12.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
12.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
12.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
12.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
12.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
12.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
12.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
12.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
12.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
12.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
12.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
12.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
12.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
12.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
12.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
12.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
12.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
12.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
12.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
12.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
12.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
12.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
12.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
12.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
12.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
12.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
12.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
12.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
12.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
12.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
12.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
12.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
12.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
12.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
12.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
12.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
12.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
12.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
12.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
12.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
12.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
12.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
12.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
12.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
12.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
12.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
11.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
11.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
11.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
11.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
11.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
11.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
11.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
11.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
11.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
11.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
11.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
11.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
11.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
11.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
11.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
11.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
11.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
11.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
11.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
11.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
11.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
11.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
11.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
11.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
11.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
11.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
11.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
11.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
11.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
11.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
11.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
11.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
11.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
11.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
11.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
11.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
11.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
11.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
11.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
11.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
11.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
11.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
11.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
11.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
10.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
10.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
10.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
10.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
10.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
10.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
10.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
10.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
10.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
10.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
10.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
10.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
10.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
10.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
10.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
10.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
10.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
10.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
10.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
10.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
10.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
10.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
10.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
10.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
10.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
10.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
10.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
10.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
10.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
10.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
10.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
10.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
10.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
10.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
10.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
10.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
10.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
10.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
10.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
10.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
10.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
10.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
10.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
9.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
9.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
9.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
9.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
9.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
9.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
9.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
9.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
9.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
9.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
9.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
9.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
9.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
9.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
9.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
9.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
9.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
9.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
9.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
9.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
9.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
9.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
9.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
9.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
9.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
9.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
9.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
9.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
9.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
9.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
9.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
9.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
9.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
9.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
9.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
9.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
9.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
9.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
9.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
9.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
8.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
8.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
8.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
8.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
8.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
8.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
8.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
8.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
8.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
8.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
8.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
8.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
8.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
8.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
8.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
8.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
8.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
8.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
8.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
8.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
8.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
7.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
7.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
7.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
7.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
7.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
7.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
7.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
7.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
7.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
7.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
7.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
7.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
7.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
7.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
7.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
7.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
7.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
6.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
6.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
6.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
6.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
6.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
6.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
6.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
6.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
5.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.8
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.
UTP20 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
5.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
14.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
13.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
12.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
11.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
11.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
10.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
10.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
10.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
10.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
9.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
8.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
7.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
7.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
7.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
7.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
7.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
7.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
7.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
7.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
7.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
7.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
6.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
6.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
6.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
6.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
6.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
6.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
6.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
6.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
6.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
6.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
6.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
5.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
5.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
5.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
5.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
5.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
5.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
5.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
5.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
5.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
5.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
5.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
5.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
5.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
5.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
5.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
5.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
5.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
5.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
5.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
5.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
5.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
4.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
4.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
4.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
4.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
4.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
4.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
4.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
4.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
4.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
3.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
3.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
3.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
3.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
3.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
3.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
3.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
3.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
2.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
2.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
2.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
2.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
2.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
2.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
2.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
2.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.0
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.
UTP20 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
13.2
Number of samples
207
Samples
Sample
Description
TPM
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
26.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
26.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
24.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
23.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
22.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
22.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
22.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
21.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
21.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
21.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
21.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
20.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
20.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
20.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
19.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
19.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
19.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
19.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
19.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
19.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
19.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
18.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
18.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
18.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
18.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
18.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
18.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
18.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
18.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
17.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
17.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
17.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
17.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
17.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
17.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
17.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
17.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
17.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
17.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
17.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
16.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
16.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
16.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
16.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
16.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
16.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
15.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
15.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
15.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
15.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
15.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
15.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
15.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
15.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
15.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
15.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
15.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
15.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
15.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
15.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
14.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
14.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
14.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
14.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
14.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
14.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
14.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
14.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
14.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
14.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
14.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
14.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
13.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
13.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
13.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
13.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
13.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
13.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
13.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
13.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
13.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
13.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
13.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
13.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
13.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
13.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
13.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
13.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
13.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
13.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
13.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
13.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
13.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
13.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
13.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
13.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
13.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
12.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
12.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
12.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
12.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
12.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
12.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
12.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
12.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
12.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
12.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
12.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
12.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
12.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
12.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
12.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
12.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
12.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
12.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
12.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
12.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
12.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
11.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
11.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
11.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
11.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
11.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
11.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
11.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
11.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
11.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
11.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
11.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
10.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
10.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
10.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
10.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
10.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
10.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
10.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
10.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
10.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
10.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
10.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
10.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
10.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
10.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
10.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
10.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
10.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
10.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
10.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
10.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
10.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
10.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
9.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
9.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
9.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
9.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
9.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
9.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
9.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
9.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
9.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
9.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
9.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
9.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
9.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
9.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
9.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
9.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
9.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
8.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
8.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
8.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
8.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
8.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
8.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
8.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
8.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
8.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
8.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
8.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
8.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
8.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
7.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
7.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
7.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
7.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
7.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
7.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
7.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
7.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
6.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
6.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
6.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
6.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
4.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
4.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
1.0
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.9
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.8
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.8
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.7
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.6
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.6
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.6
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.6
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.5
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.5
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.4
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.4
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.4
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.4
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.4
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.4
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.4
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.4
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.4
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.4
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.4
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.4
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.4
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.4
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.3
43192517-085e-450e-9481-0a6713_D3
Tumor
0.3
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.3
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.3
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.3
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.3
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.3
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.0
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.0
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
8cc7e656-0152-4359-8566-0581c3
Tumor
0.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.0
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.0
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.0
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.2
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.3
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.3
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.3
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.3
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.3
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.3
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.3
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.3
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.3
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.3
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.4
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.4
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.4
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.4
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.4
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.4
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.4
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.4
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.4
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.4
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.4
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.4
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.5
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.5
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.5
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.5
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.5
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.5
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.5
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.5
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.5
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.5
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.5
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.5
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.5
b2400046-1d25-429d-a821-6040a6
Tumor
-0.5
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.5
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.5
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.6
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.6
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.6
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.6
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.6
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.6
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.6
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.6
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.6
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.6
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.6
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.6
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.7
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.7
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.7
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.8
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.8
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.9
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.9
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.9
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.9
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
