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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.
USP3 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
5.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
38.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
26.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
21.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
18.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
18.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
17.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
12.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
11.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
11.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
10.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
9.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
9.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
9.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
9.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
9.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
9.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
8.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
8.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
8.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
8.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
8.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
8.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
8.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
8.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
8.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
8.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
8.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
8.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
8.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
8.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
7.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
7.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
7.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
7.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
7.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
7.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
7.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
7.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
7.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
7.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
7.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
7.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
7.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
7.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
7.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
7.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
7.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
7.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
7.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
7.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
7.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
7.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
7.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
6.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
6.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
6.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
6.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
6.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
6.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
6.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
6.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
6.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
6.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
6.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
6.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
6.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
6.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
6.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
6.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
6.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
6.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
6.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
6.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
6.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
6.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
6.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
6.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
6.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
6.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
6.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
6.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
6.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
6.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
6.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
6.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
6.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
6.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
5.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
5.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
5.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
5.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
5.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
5.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
5.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
5.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
5.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
5.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
5.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
5.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
5.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
5.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
5.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
5.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
5.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
5.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
5.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
5.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
5.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
5.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
5.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
5.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
5.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
5.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
5.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
5.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
5.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
5.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
5.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
5.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
5.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
5.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
5.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
5.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
5.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
5.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
4.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
4.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
4.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
4.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
4.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
4.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
4.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
4.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
4.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
4.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
4.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
4.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
4.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
4.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
4.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
4.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
4.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
4.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
4.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
4.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
4.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
4.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
4.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
4.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
4.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
4.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
4.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
4.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
4.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
4.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
4.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
4.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
4.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
4.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
4.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
4.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
4.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
4.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
4.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
4.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
4.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
4.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
4.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
4.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
4.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
4.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
4.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
4.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
3.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
3.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
3.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
3.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
3.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
3.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
3.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
3.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
3.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
3.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
3.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
3.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
3.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
3.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
3.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
3.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
3.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
3.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
3.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
3.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
3.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
3.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
3.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
3.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
3.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
3.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
2.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
2.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
2.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
2.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
2.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
2.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
2.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
2.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
2.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
2.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
2.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
2.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
2.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
2.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
2.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
2.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
2.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
2.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
1.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
1.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
1.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
USP3 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
33.1
Number of samples
486
Samples
Sample
Description
TPM
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
74.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
64.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
61.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
60.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
56.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
55.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
55.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
54.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
54.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
52.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
52.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
50.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
50.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
50.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
50.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
49.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
49.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
49.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
49.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
48.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
48.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
48.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
48.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
47.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
47.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
47.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
47.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
47.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
46.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
46.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
46.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
46.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
46.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
46.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
45.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
45.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
45.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
45.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
45.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
44.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
44.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
44.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
44.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
44.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
44.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
44.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
44.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
44.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
44.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
44.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
44.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
44.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
44.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
44.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
44.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
44.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
43.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
43.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
43.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
43.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
43.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
42.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
42.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
42.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
42.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
42.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
42.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
42.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
42.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
42.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
42.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
42.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
41.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
41.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
41.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
41.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
41.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
41.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
41.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
41.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
41.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
40.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
40.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
40.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
40.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
40.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
40.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
40.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
40.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
40.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
40.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
40.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
40.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
40.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
40.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
39.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
39.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
39.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
39.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
39.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
39.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
39.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
39.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
39.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
39.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
39.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
39.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
38.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
38.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
38.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
38.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
38.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
38.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
38.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
38.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
38.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
38.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
38.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
38.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
38.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
38.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
38.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
37.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
37.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
37.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
37.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
37.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
37.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
37.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
37.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
37.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
37.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
37.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
37.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
36.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
36.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
36.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
36.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
36.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
36.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
36.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
36.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
36.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
36.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
36.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
36.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
36.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
36.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
36.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
35.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
35.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
35.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
35.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
35.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
35.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
35.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
35.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
35.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
35.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
35.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
35.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
35.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
35.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
35.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
35.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
35.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
35.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
35.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
35.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
35.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
35.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
35.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
35.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
35.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
35.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
35.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
35.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
34.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
34.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
34.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
34.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
34.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
34.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
34.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
34.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
34.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
34.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
34.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
34.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
34.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
34.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
34.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
34.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
34.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
34.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
34.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
33.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
33.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
33.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
33.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
33.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
33.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
33.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
33.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
33.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
33.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
33.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
33.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
33.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
33.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
33.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
33.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
33.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
33.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
33.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
33.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
33.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
33.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
33.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
33.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
33.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
33.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
33.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
33.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
32.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
32.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
32.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
32.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
32.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
32.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
32.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
32.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
32.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
32.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
32.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
32.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
32.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
32.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
32.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
32.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
32.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
32.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
32.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
32.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
32.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
32.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
32.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
32.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
32.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
32.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
32.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
32.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
32.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
32.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
32.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
32.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
32.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
32.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
31.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
31.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
31.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
31.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
31.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
31.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
31.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
31.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
31.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
31.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
31.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
31.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
31.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
31.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
31.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
31.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
31.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
31.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
31.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
31.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
31.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
31.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
31.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
31.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
31.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
30.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
30.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
30.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
30.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
30.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
30.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
30.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
30.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
30.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
30.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
30.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
30.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
30.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
30.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
30.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
30.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
30.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
30.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
30.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
30.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
30.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
30.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
30.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
30.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
30.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
30.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
30.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
30.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
29.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
29.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
29.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
29.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
29.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
29.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
29.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
29.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
29.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
29.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
29.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
29.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
29.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
29.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
29.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
29.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
29.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
29.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
29.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
29.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
29.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
29.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
28.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
28.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
28.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
28.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
28.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
28.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
28.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
28.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
28.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
28.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
28.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
28.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
28.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
28.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
28.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
28.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
28.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
28.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
28.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
28.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
28.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
28.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
28.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
28.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
28.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
27.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
27.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
27.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
27.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
27.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
27.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
27.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
27.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
27.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
27.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
27.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
27.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
27.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
27.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
27.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
27.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
27.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
27.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
26.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
26.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
26.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
26.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
26.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
26.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
26.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
26.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
26.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
26.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
26.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
26.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
26.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
26.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
26.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
26.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
26.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
26.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
26.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
26.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
26.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
26.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
26.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
26.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
25.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
25.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
25.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
25.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
25.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
25.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
25.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
25.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
25.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
25.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
25.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
25.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
25.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
25.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
25.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
25.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
24.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
24.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
24.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
24.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
24.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
24.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
24.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
24.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
24.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
24.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
24.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
24.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
24.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
24.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
24.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
23.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
23.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
23.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
23.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
23.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
23.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
23.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
23.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
23.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
23.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
23.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
23.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
23.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
22.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
22.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
22.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
22.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
22.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
22.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
22.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
22.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
22.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
22.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
22.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
22.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
22.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
22.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
22.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
22.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
21.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
21.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
21.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
21.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
21.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
21.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
20.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
20.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
20.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
20.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
20.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
20.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
20.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
20.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
20.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
20.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
20.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
19.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
19.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
19.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
18.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
17.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
16.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.6
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
USP3 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
4.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
11.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
10.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
9.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
8.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
7.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
7.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
7.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
7.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
7.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
7.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
7.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
6.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
6.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
6.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
6.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
6.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
6.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
6.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
6.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
6.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
6.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
6.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
6.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
6.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
6.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
5.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
5.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
5.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
5.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
5.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
5.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
5.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
5.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
5.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
5.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
5.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
5.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
5.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
5.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
5.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
5.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
5.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
4.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
4.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
4.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
4.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
4.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
4.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
4.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
4.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
4.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
4.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
3.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
3.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
3.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
3.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
3.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
3.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
3.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
3.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
3.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
3.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
3.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
3.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
3.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
3.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
2.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
2.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
2.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
2.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
2.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
2.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
2.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
2.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
2.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
2.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
2.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
1.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
1.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.4
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.
USP3 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
30.9
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
49.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
48.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
45.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
45.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
43.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
43.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
43.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
43.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
43.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
42.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
42.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
42.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
42.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
42.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
41.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
41.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
41.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
41.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
41.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
41.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
40.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
40.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
40.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
40.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
40.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
40.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
39.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
39.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
39.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
39.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
39.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
39.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
39.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
38.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
38.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
38.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
38.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
37.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
37.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
37.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
37.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
36.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
36.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
36.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
36.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
36.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
36.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
36.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
36.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
35.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
35.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
35.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
35.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
35.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
34.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
34.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
34.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
34.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
34.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
34.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
34.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
34.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
34.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
34.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
34.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
34.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
34.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
33.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
33.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
33.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
33.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
33.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
33.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
33.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
33.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
33.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
33.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
33.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
33.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
33.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
32.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
32.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
32.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
32.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
32.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
32.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
32.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
32.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
32.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
31.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
31.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
31.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
31.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
31.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
31.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
31.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
31.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
31.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
31.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
30.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
30.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
30.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
30.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
30.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
30.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
30.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
30.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
30.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
30.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
30.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
30.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
30.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
30.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
30.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
29.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
29.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
29.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
29.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
29.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
29.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
29.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
29.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
29.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
29.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
29.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
28.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
28.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
28.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
28.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
28.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
28.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
28.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
28.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
28.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
27.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
27.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
27.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
27.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
27.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
27.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
27.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
27.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
27.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
27.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
26.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
26.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
26.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
26.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
26.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
26.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
26.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
26.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
26.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
26.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
25.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
25.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
25.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
25.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
25.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
25.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
25.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
25.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
25.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
24.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
24.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
24.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
24.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
24.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
24.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
24.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
24.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
24.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
24.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
24.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
24.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
24.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
23.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
23.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
23.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
23.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
23.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
23.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
22.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
22.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
22.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
22.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
22.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
22.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
22.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
22.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
21.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
21.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
21.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
20.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
20.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
20.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
20.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
20.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
19.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
19.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
19.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
18.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
17.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
17.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
16.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
13.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
411d9597-c785-4de5-b449-29a80d_D2
Normal
1.9
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
1.4
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
1.4
067db520-1b1f-4569-9414-e37a6e_D2
Normal
1.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
1.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
1.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
1.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.8
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.7
b2400046-1d25-429d-a821-6040a6
Tumor
0.7
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.6
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.5
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.5
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.5
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.5
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.5
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.5
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.5
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.4
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.4
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.4
8cc7e656-0152-4359-8566-0581c3
Tumor
0.4
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.4
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.4
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.4
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.4
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.4
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.4
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.4
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.3
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.3
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.3
43192517-085e-450e-9481-0a6713_D3
Tumor
0.3
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.2
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.0
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.0
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.0
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.0
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.0
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.0
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.3
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.3
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.4
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.4
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.4
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.4
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.4
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.5
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.6
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.9
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
