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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.
USP19 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
18.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
37.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
36.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
35.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
33.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
31.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
31.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
30.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
29.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
29.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
29.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
29.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
29.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
29.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
28.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
28.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
28.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
28.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
28.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
27.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
27.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
27.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
27.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
26.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
26.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
26.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
26.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
25.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
25.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
25.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
25.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
25.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
25.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
25.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
25.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
25.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
25.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
25.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
24.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
24.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
24.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
24.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
24.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
24.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
24.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
23.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
23.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
23.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
23.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
23.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
23.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
23.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
23.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
22.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
22.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
22.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
22.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
22.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
22.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
22.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
22.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
22.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
22.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
22.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
22.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
22.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
22.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
22.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
21.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
21.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
21.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
21.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
21.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
21.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
21.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
21.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
21.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
21.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
21.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
21.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
21.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
21.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
21.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
20.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
20.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
20.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
20.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
20.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
20.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
20.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
20.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
20.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
20.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
20.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
20.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
20.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
20.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
20.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
20.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
19.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
19.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
19.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
19.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
19.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
19.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
19.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
19.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
19.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
19.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
19.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
19.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
19.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
19.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
19.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
18.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
18.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
18.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
18.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
18.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
18.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
18.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
18.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
18.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
18.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
18.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
18.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
18.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
18.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
18.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
18.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
18.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
18.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
18.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
18.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
18.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
18.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
17.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
17.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
17.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
17.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
17.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
17.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
17.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
17.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
17.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
17.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
17.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
17.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
17.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
17.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
17.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
17.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
17.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
17.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
17.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
17.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
17.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
17.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
16.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
16.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
16.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
16.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
16.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
16.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
16.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
16.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
16.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
16.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
16.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
16.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
16.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
16.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
16.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
16.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
16.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
15.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
15.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
15.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
15.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
15.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
15.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
15.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
15.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
15.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
15.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
15.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
15.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
15.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
15.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
15.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
15.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
15.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
15.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
15.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
14.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
14.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
14.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
14.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
14.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
14.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
14.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
14.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
14.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
14.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
14.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
13.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
13.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
13.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
13.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
13.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
13.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
13.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
13.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
13.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
13.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
13.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
13.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
12.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
12.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
12.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
12.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
12.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
12.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
12.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
12.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
12.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
11.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
11.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
11.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
11.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
11.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
11.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
11.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
11.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
11.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
10.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
10.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
10.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
10.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
10.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
10.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
10.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
10.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
10.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
10.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
9.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
9.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
8.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
8.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
8.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
7.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
7.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
5.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 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.
USP19 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
25.8
Number of samples
486
Samples
Sample
Description
TPM
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
51.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
47.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
42.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
40.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
39.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
39.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
39.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
39.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
38.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
38.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
38.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
37.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
36.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
36.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
36.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
36.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
35.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
35.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
35.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
35.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
35.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
35.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
35.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
35.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
34.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
34.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
34.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
34.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
34.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
34.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
33.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
33.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
33.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
33.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
33.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
33.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
33.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
33.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
33.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
33.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
33.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
33.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
32.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
32.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
32.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
32.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
32.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
32.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
32.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
32.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
32.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
32.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
32.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
32.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
32.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
32.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
31.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
31.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
31.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
31.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
31.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
31.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
31.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
31.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
31.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
31.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
31.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
31.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
31.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
31.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
31.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
31.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
31.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
31.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
31.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
30.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
30.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
30.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
30.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
30.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
30.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
30.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
30.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
30.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
30.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
30.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
30.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
30.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
30.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
30.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
30.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
30.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
30.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
30.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
30.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
30.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
29.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
29.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
29.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
29.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
29.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
29.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
29.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
29.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
29.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
29.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
29.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
29.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
29.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
29.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
29.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
29.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
29.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
29.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
29.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
29.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
28.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
28.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
28.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
28.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
28.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
28.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
28.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
28.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
28.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
28.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
28.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
28.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
28.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
28.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
28.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
28.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
28.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
28.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
28.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
28.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
28.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
28.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
28.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
28.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
28.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
28.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
28.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
28.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
28.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
28.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
28.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
28.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
28.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
28.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
28.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
28.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
28.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
28.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
28.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
28.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
28.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
28.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
28.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
28.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
28.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
27.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
27.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
27.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
27.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
27.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
27.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
27.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
27.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
27.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
27.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
27.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
27.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
27.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
27.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
27.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
27.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
27.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
27.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
27.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
27.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
27.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
27.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
27.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
27.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
27.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
26.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
26.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
26.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
26.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
26.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
26.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
26.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
26.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
26.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
26.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
26.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
26.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
26.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
26.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
26.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
26.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
26.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
26.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
26.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
26.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
26.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
26.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
26.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
26.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
26.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
26.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
26.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
26.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
26.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
26.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
26.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
26.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
26.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
26.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
26.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
26.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
26.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
26.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
26.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
26.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
26.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
26.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
26.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
25.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
25.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
25.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
25.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
25.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
25.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
25.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
25.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
25.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
25.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
25.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
25.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
25.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
25.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
25.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
25.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
25.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
25.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
25.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
25.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
25.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
25.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
25.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
25.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
25.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
25.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
25.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
25.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
25.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
25.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
25.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
25.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
25.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
25.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
25.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
25.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
25.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
25.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
25.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
24.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
24.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
24.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
24.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
24.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
24.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
24.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
24.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
24.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
24.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
24.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
24.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
24.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
24.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
24.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
24.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
24.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
24.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
24.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
24.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
24.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
24.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
24.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
24.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
24.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
24.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
24.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
24.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
24.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
24.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
24.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
24.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
24.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
24.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
24.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
24.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
24.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
24.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
24.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
24.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
24.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
24.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
24.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
24.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
24.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
24.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
24.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
24.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
24.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
23.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
23.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
23.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
23.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
23.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
23.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
23.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
23.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
23.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
23.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
23.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
23.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
23.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
23.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
23.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
23.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
23.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
23.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
23.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
23.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
23.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
23.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
23.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
23.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
23.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
23.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
23.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
22.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
22.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
22.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
22.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
22.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
22.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
22.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
22.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
22.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
22.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
22.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
22.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
22.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
22.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
22.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
22.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
22.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
22.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
22.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
22.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
22.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
22.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
22.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
22.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
22.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
22.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
22.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
22.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
22.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
22.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
22.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
22.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
22.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
22.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
22.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
21.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
21.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
21.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
21.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
21.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
21.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
21.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
21.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
21.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
21.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
21.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
21.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
21.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
21.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
21.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
21.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
21.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
21.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
21.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
21.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
21.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
21.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
21.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
21.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
21.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
21.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
21.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
21.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
21.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
20.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
20.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
20.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
20.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
20.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
20.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
20.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
20.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
20.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
20.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
20.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
20.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
20.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
20.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
20.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
20.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
20.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
20.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
19.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
19.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
19.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
19.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
19.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
19.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
19.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
19.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
19.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
19.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
19.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
19.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
19.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
19.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
19.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
19.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
19.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
19.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
19.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
18.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
18.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
18.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
18.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
18.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
18.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
18.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
18.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
18.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
18.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
18.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
18.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
18.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
18.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
18.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
18.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
17.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
17.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
17.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
17.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
17.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
16.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
16.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
16.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
16.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
16.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
16.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
15.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
15.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
15.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
15.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
14.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
14.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
12.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
8.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.9
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.
USP19 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
19.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
43.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
29.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
29.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
28.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
28.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
28.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
28.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
27.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
27.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
26.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
26.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
26.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
25.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
25.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
25.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
25.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
25.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
25.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
24.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
24.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
24.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
24.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
23.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
23.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
23.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
23.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
22.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
22.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
22.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
22.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
22.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
22.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
22.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
21.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
21.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
21.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
21.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
21.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
20.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
20.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
20.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
20.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
19.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
19.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
19.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
18.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
18.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
18.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
18.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
18.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
18.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
18.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
17.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
17.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
17.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
17.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
16.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
16.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
16.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
16.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
16.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
16.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
16.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
16.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
16.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
16.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
15.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
15.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
14.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
13.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
13.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
12.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
12.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
12.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
12.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
12.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
12.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
11.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
10.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
10.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
10.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
9.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
9.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
9.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
7.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
7.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
6.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
USP19 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
25.1
Number of samples
207
Samples
Sample
Description
TPM
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
42.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
40.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
39.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
38.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
38.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
38.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
34.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
34.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
34.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
33.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
33.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
32.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
32.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
32.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
32.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
32.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
32.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
32.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
32.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
31.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
31.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
31.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
31.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
31.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
30.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
30.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
30.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
30.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
30.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
30.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
30.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
30.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
30.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
30.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
30.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
29.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
29.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
29.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
29.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
29.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
29.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
29.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
29.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
29.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
29.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
29.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
29.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
29.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
28.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
28.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
28.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
28.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
28.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
27.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
27.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
27.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
27.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
27.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
27.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
27.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
27.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
27.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
26.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
26.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
26.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
26.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
26.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
26.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
26.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
26.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
26.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
26.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
26.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
26.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
26.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
26.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
26.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
26.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
26.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
26.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
26.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
26.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
26.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
26.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
26.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
26.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
25.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
25.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
25.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
25.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
25.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
25.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
25.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
25.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
25.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
25.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
25.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
25.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
25.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
25.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
25.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
25.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
24.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
24.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
24.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
24.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
24.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
24.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
24.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
24.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
24.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
24.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
24.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
24.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
24.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
24.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
24.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
24.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
24.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
23.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
23.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
23.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
23.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
23.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
23.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
23.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
23.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
23.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
23.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
23.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
23.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
23.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
23.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
23.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
22.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
22.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
22.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
22.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
22.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
22.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
22.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
22.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
22.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
22.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
22.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
22.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
22.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
22.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
22.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
22.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
22.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
21.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
21.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
21.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
21.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
21.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
21.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
21.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
21.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
21.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
21.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
21.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
21.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
21.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
21.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
21.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
21.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
21.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
21.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
20.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
20.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
20.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
20.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
20.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
20.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
20.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
20.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
20.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
20.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
20.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
19.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
19.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
19.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
19.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
19.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
18.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
18.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
18.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
18.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
18.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
18.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
17.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
17.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
17.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
17.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
17.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
17.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
17.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
16.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
16.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
15.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
15.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
14.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
13.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
13.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
3.0
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
1.9
41a04113-2061-4923-bca5-da586c_D2
Normal
1.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
1.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
1.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
1.0
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.9
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.7
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.7
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.7
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.6
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.6
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.5
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.5
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.5
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.5
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.4
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.4
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.4
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.4
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.4
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.4
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.4
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.4
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.4
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.4
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.4
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.4
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.4
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.3
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.3
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.3
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.3
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.3
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.3
8cc7e656-0152-4359-8566-0581c3
Tumor
0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.0
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.0
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.0
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.0
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.0
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.0
43192517-085e-450e-9481-0a6713_D3
Tumor
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.0
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.0
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.0
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
963fc8db-f412-4427-a198-23f660_D2
Normal
0.0
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.0
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.0
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.0
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.1
b2400046-1d25-429d-a821-6040a6
Tumor
-0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.3
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.3
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.3
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.3
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.3
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.4
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.4
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.4
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.4
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.5
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.5
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.5
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.5
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.7
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.7
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.8
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.8
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.9
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-1.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-1.5
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-1.5
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-1.6
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
