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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.
USP48 is potential prognostic, high expression is favorable 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
17.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
34.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
33.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
31.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
31.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
30.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
30.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
30.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
29.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
29.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
29.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
28.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
28.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
28.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
27.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
27.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
27.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
27.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
26.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
26.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
26.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
25.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
25.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
24.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
24.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
24.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
24.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
24.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
24.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
24.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
24.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
23.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
23.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
23.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
23.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
23.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
23.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
23.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
22.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
22.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
22.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
22.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
22.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
22.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
22.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
22.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
22.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
22.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
21.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
21.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
21.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
21.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
21.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
21.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
21.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
21.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
21.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
21.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
20.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
20.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
20.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
20.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
20.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
20.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
20.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
20.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
20.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
19.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
19.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
19.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
19.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
19.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
19.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
19.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
19.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
19.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
19.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
19.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
19.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
19.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
19.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
19.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
19.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
18.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
18.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
18.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
18.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
18.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
18.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
18.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
18.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
18.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
18.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
18.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
18.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
18.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
18.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
18.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
18.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
18.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
18.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
17.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
17.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
17.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
17.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
17.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
17.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
17.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
17.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
17.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
17.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
17.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
17.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
17.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
17.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
17.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
17.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
17.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
17.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
17.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
17.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
16.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
16.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
16.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
16.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
16.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
16.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
16.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
16.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
16.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
16.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
16.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
16.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
16.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
16.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
16.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
16.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
16.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
16.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
16.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
16.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
15.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
15.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
15.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
15.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
15.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
15.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
15.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
15.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
15.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
15.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
15.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
15.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
15.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
15.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
15.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
15.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
15.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
15.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
15.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
15.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
15.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
15.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
15.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
15.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
15.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
15.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
15.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
15.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
15.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
15.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
15.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
15.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
14.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
14.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
14.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
14.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
14.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
14.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
14.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
14.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
14.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
14.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
14.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
14.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
14.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
14.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
14.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
14.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
14.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
14.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
13.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
13.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
13.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
13.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
13.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
13.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
13.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
13.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
13.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
13.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
13.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
13.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
12.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
12.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
12.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
12.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
12.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
12.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
12.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
12.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
12.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
12.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
12.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
12.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
12.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
12.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
12.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
12.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
12.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
11.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
11.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
11.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
11.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
11.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
11.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
11.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
11.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
11.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
11.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
11.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
10.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
10.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
10.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
10.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
10.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
10.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
9.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
9.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
9.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
9.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
8.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
8.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
8.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
8.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
8.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
7.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
7.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
7.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
7.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
7.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
7.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 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.
USP48 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
33.5
Number of samples
486
Samples
Sample
Description
TPM
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
83.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
63.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
58.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
57.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
54.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
53.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
53.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
52.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
50.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
50.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
49.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
49.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
49.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
49.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
49.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
49.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
48.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
48.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
48.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
47.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
47.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
47.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
47.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
47.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
47.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
46.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
46.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
46.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
45.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
45.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
45.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
45.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
45.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
45.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
45.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
44.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
44.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
44.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
44.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
44.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
43.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
43.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
43.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
43.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
43.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
43.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
43.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
43.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
43.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
43.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
43.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
43.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
43.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
43.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
42.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
42.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
42.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
42.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
42.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
42.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
42.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
42.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
42.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
42.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
42.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
41.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
41.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
41.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
41.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
41.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
41.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
41.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
41.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
41.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
41.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
40.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
40.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
40.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
40.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
40.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
40.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
40.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
40.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
39.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
39.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
39.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
39.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
39.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
39.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
39.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
39.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
39.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
39.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
39.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
39.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
39.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
39.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
39.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
39.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
39.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
39.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
38.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
38.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
38.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
38.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
38.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
38.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
38.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
38.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
38.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
38.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
38.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
38.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
38.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
38.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
38.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
38.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
38.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
38.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
38.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
38.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
38.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
38.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
38.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
38.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
38.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
38.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
37.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
37.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
37.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
37.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
37.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
37.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
37.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
37.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
37.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
37.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
37.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
37.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
37.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
37.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
37.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
37.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
37.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
37.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
37.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
37.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
37.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
37.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
37.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
37.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
36.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
36.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
36.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
36.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
36.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
36.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
36.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
36.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
36.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
36.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
36.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
36.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
36.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
36.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
36.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
36.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
36.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
36.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
36.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
36.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
36.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
35.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
35.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
35.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
35.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
35.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
35.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
35.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
35.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
35.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
35.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
35.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
35.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
35.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
35.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
35.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
35.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
35.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
35.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
35.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
35.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
35.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
35.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
35.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
35.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
35.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
35.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
34.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
34.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
34.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
34.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
34.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
34.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
34.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
34.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
34.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
34.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
34.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
34.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
34.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
34.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
34.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
34.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
34.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
34.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
34.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
34.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
34.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
34.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
34.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
34.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
34.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
34.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
34.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
34.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
34.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
34.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
34.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
34.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
33.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
33.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
33.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
33.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
33.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
33.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
33.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
33.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
33.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
33.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
33.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
33.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
33.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
33.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
33.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
33.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
33.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
33.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
33.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
33.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
33.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
33.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
33.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
33.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
32.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
32.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
32.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
32.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
32.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
32.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
32.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
32.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
32.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
32.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
32.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
32.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
32.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
32.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
32.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
32.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
32.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
32.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
32.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
32.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
31.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
31.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
31.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
31.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
31.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
31.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
31.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
31.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
31.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
31.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
31.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
31.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
31.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
31.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
31.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
31.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
31.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
31.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
31.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
31.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
30.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
30.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
30.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
30.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
30.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
30.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
30.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
30.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
30.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
30.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
30.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
30.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
30.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
30.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
30.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
30.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
30.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
30.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
30.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
30.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
30.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
30.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
30.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
30.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
29.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
29.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
29.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
29.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
29.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
29.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
29.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
29.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
29.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
29.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
29.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
29.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
29.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
29.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
29.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
29.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
29.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
29.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
29.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
29.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
29.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
29.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
29.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
29.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
29.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
29.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
29.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
29.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
29.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
29.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
28.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
28.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
28.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
28.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
28.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
28.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
28.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
28.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
28.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
28.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
28.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
28.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
28.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
28.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
28.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
28.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
28.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
28.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
28.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
28.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
28.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
28.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
28.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
27.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
27.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
27.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
27.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
27.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
27.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
27.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
27.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
27.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
27.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
27.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
27.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
27.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
27.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
27.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
27.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
27.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
27.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
27.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
27.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
27.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
27.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
27.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
26.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
26.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
26.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
26.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
26.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
26.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
26.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
26.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
26.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
26.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
26.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
26.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
26.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
26.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
26.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
26.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
25.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
25.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
25.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
25.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
25.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
25.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
25.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
25.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
25.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
25.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
25.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
25.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
25.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
25.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
25.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
25.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
25.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
25.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
25.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
24.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
24.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
24.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
24.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
24.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
24.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
24.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
24.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
24.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
24.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
24.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
24.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
24.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
24.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
24.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
23.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
23.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
23.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
23.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
23.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
23.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
23.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
23.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
23.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
23.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
23.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
23.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
23.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
22.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
22.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
22.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
22.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
22.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
22.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
22.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
21.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
21.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
21.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
21.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
21.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
21.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
21.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
21.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
20.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
20.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
20.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
20.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
20.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
19.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
19.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
18.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
18.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
18.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
18.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
15.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
2.4
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.
USP48 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
16.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
32.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
29.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
28.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
27.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
27.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
26.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
26.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
25.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
25.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
23.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
23.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
23.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
23.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
23.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
23.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
22.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
22.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
22.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
22.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
22.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
22.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
22.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
21.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
21.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
20.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
20.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
19.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
19.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
19.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
19.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
18.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
18.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
18.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
18.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
18.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
18.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
17.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
17.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
17.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
17.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
16.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
16.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
16.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
16.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
15.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
15.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
15.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
15.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
15.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
15.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
15.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
15.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
15.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
14.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
14.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
14.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
14.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
14.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
14.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
14.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
13.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
13.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
12.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
12.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
12.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
12.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
12.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
12.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
12.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
12.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
11.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
11.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
11.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
11.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
11.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
10.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
10.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
10.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
9.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
9.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
9.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
9.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
8.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
8.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
8.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
7.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
5.5
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.
USP48 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
31.1
Number of samples
207
Samples
Sample
Description
TPM
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
54.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
48.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
46.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
45.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
44.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
44.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
43.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
43.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
42.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
42.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
42.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
42.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
41.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
41.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
40.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
40.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
40.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
40.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
40.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
39.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
39.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
39.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
39.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
39.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
38.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
38.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
38.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
38.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
38.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
37.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
37.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
37.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
37.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
37.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
37.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
37.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
37.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
36.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
36.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
36.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
36.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
36.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
36.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
36.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
36.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
36.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
36.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
35.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
35.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
35.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
35.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
35.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
35.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
35.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
35.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
35.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
35.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
35.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
35.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
35.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
35.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
34.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
34.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
34.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
34.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
34.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
34.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
33.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
33.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
33.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
33.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
33.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
33.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
33.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
33.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
33.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
33.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
33.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
33.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
33.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
32.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
32.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
32.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
32.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
32.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
32.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
32.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
32.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
32.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
32.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
32.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
32.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
32.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
32.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
32.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
31.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
31.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
31.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
31.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
31.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
31.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
30.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
30.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
30.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
30.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
30.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
30.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
30.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
30.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
30.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
30.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
30.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
30.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
30.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
30.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
29.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
29.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
29.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
29.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
29.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
29.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
29.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
29.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
29.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
28.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
28.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
28.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
28.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
28.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
28.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
28.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
28.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
28.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
28.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
28.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
28.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
28.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
28.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
27.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
27.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
27.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
27.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
27.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
27.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
27.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
27.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
27.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
27.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
27.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
27.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
27.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
27.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
26.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
26.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
26.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
26.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
26.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
26.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
26.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
25.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
25.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
25.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
25.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
25.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
25.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
25.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
25.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
25.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
25.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
25.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
24.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
24.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
24.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
24.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
24.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
24.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
24.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
24.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
23.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
23.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
23.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
23.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
23.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
23.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
23.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
23.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
23.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
23.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
22.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
22.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
22.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
22.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
21.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
21.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
21.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
21.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
20.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
20.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
20.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
20.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
20.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
19.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
19.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
19.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
17.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.6
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.6
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.6
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.5
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.5
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.5
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.5
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.5
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.4
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.4
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.4
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.4
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.4
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.4
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.4
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.3
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.3
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.3
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.2
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Normal
0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.2
b2400046-1d25-429d-a821-6040a6
Tumor
0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.0
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.0
1c070992-647b-4173-a481-904c4d_D2
Normal
0.0
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
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Normal
0.0
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.0
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.0
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.0
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Normal
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.0
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.0
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
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Tumor
0.0
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Normal
0.0
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.0
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Tumor
0.0
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Normal
0.0
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.0
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.0
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.0
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.0
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.0
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.0
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.0
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.1
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Tumor
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.2
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Normal
-0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.3
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.3
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.3
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.3
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.3
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.3
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.3
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.4
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.4
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.5
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.