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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.
TRIM25 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
16.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
45.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
37.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
36.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
35.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
33.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
33.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
33.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
31.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
30.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
30.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
30.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
29.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
29.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
28.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
28.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
28.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
28.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
28.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
27.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
27.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
27.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
27.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
27.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
26.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
26.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
26.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
26.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
25.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
25.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
25.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
25.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
25.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
24.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
24.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
24.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
24.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
24.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
23.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
23.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
23.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
23.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
23.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
23.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
23.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
23.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
22.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
22.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
22.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
22.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
22.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
22.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
22.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
22.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
22.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
22.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
22.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
21.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
21.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
21.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
21.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
20.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
20.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
20.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
20.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
20.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
20.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
20.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
20.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
20.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
20.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
20.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
20.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
20.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
20.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
19.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
19.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
19.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
19.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
19.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
19.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
19.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
19.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
18.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
18.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
18.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
18.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
18.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
18.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
18.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
18.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
18.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
17.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
17.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
17.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
17.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
17.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
17.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
17.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
17.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
17.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
17.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
17.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
16.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
16.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
16.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
16.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
16.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
16.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
16.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
16.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
16.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
16.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
16.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
16.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
16.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
16.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
16.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
16.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
15.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
15.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
15.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
15.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
15.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
15.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
15.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
15.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
15.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
15.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
15.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
15.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
15.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
15.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
15.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
15.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
15.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
15.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
14.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
14.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
14.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
14.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
14.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
14.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
14.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
14.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
14.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
14.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
14.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
14.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
14.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
14.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
13.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
13.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
13.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
13.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
13.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
13.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
13.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
13.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
13.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
13.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
13.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
13.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
13.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
13.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
12.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
12.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
12.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
12.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
12.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
12.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
12.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
12.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
12.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
12.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
12.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
12.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
12.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
11.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
11.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
11.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
11.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
11.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
11.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
11.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
11.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
11.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
11.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
11.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
11.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
11.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
11.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
11.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
11.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
10.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
10.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
10.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
10.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
10.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
10.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
10.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
10.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
10.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
10.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
10.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
10.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
10.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
10.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
10.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
10.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
10.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
10.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
10.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
9.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
9.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
9.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
9.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
9.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
9.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
9.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
9.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
9.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
9.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
9.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
9.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
9.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
8.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
8.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
8.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
8.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
8.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
8.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
8.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
8.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
8.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
8.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
7.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
7.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
7.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
7.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
6.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
6.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
6.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
6.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
6.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
6.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
6.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
5.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
3.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 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.
TRIM25 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
33.7
Number of samples
486
Samples
Sample
Description
TPM
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
72.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
61.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
60.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
58.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
57.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
57.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
57.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
56.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
55.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
55.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
55.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
54.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
52.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
52.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
52.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
51.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
51.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
50.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
50.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
50.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
50.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
49.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
49.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
49.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
48.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
48.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
48.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
48.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
48.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
48.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
48.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
47.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
47.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
47.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
47.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
47.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
47.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
47.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
47.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
47.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
47.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
47.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
47.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
46.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
46.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
46.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
46.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
46.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
46.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
46.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
45.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
45.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
45.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
45.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
45.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
45.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
45.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
45.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
45.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
44.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
44.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
43.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
43.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
43.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
43.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
43.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
43.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
43.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
43.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
42.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
42.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
42.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
42.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
42.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
42.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
42.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
42.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
42.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
42.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
42.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
42.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
42.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
42.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
42.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
42.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
41.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
41.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
41.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
41.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
41.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
41.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
41.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
41.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
41.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
40.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
40.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
40.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
40.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
40.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
40.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
40.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
40.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
40.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
40.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
40.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
40.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
39.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
39.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
39.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
39.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
39.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
39.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
39.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
39.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
39.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
39.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
39.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
39.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
39.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
39.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
39.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
39.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
39.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
39.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
39.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
38.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
38.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
38.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
38.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
38.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
38.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
38.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
38.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
38.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
38.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
38.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
38.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
38.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
38.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
38.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
38.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
38.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
38.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
37.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
37.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
37.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
37.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
37.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
37.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
37.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
37.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
37.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
37.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
37.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
37.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
37.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
37.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
37.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
37.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
37.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
37.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
37.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
37.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
37.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
36.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
36.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
36.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
36.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
36.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
36.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
36.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
36.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
36.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
36.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
36.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
36.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
36.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
36.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
35.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
35.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
35.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
35.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
35.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
35.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
35.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
35.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
35.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
35.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
35.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
35.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
35.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
35.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
35.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
35.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
35.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
35.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
35.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
35.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
35.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
35.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
34.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
34.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
34.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
34.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
34.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
34.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
34.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
34.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
34.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
34.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
34.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
34.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
34.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
34.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
34.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
34.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
34.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
34.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
34.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
34.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
34.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
34.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
33.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
33.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
33.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
33.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
33.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
33.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
33.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
33.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
33.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
33.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
33.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
33.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
33.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
33.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
33.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
33.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
33.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
33.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
33.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
33.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
33.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
33.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
33.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
33.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
32.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
32.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
32.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
32.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
32.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
32.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
32.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
32.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
32.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
32.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
32.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
32.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
32.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
32.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
32.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
32.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
32.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
32.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
32.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
32.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
32.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
32.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
32.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
32.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
32.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
32.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
32.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
31.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
31.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
31.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
31.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
31.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
31.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
31.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
31.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
31.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
31.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
31.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
31.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
31.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
31.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
31.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
31.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
31.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
31.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
31.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
31.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
31.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
31.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
30.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
30.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
30.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
30.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
30.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
30.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
30.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
30.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
30.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
30.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
30.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
30.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
30.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
30.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
30.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
30.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
30.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
29.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
29.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
29.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
29.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
29.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
29.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
29.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
29.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
29.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
29.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
29.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
29.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
29.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
29.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
28.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
28.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
28.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
28.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
28.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
28.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
28.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
28.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
28.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
28.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
28.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
28.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
28.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
28.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
28.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
28.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
28.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
28.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
28.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
28.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
28.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
28.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
27.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
27.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
27.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
27.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
27.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
27.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
27.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
27.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
27.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
27.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
27.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
27.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
27.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
27.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
27.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
27.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
27.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
27.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
27.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
27.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
27.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
27.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
27.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
27.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
27.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
27.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
27.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
26.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
26.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
26.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
26.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
26.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
26.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
26.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
26.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
26.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
26.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
26.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
26.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
26.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
26.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
26.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
26.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
26.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
26.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
25.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
25.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
25.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
25.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
25.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
25.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
25.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
25.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
25.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
25.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
25.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
25.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
25.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
25.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
25.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
25.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
25.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
25.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
25.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
25.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
25.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
25.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
25.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
24.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
24.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
24.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
24.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
24.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
24.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
24.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
24.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
24.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
24.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
24.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
24.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
24.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
24.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
23.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
23.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
23.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
23.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
23.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
23.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
23.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
23.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
23.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
23.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
23.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
23.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
23.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
23.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
23.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
23.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
23.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
23.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
23.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
22.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
22.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
22.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
22.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
21.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
21.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
21.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
21.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
21.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
21.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
21.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
21.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
21.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
21.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
21.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
20.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
20.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
20.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
19.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
19.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
19.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
19.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
19.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
19.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
19.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
19.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
19.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
18.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
18.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
18.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
18.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
17.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
16.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
13.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
10.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.4
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.
TRIM25 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
15.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
32.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
32.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
31.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
29.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
29.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
26.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
25.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
24.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
23.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
23.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
23.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
22.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
22.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
21.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
20.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
20.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
20.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
20.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
20.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
19.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
19.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
19.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
19.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
19.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
18.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
18.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
18.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
18.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
18.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
18.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
18.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
18.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
18.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
17.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
17.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
17.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
17.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
17.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
16.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
15.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
15.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
15.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
14.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
14.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
14.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
14.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
13.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
13.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
13.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
12.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
12.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
12.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
12.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
12.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
11.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
11.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
11.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
11.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
11.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
10.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
10.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
10.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
10.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
9.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
9.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
9.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
9.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
9.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
9.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
8.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
8.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
8.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
7.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
7.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
7.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
7.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
7.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
7.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
7.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
7.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
5.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
5.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
5.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
5.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 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.
TRIM25 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
30.1
Number of samples
207
Samples
Sample
Description
TPM
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
50.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
49.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
47.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
46.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
46.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
46.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
46.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
46.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
45.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
45.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
44.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
44.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
43.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
42.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
41.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
41.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
41.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
40.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
40.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
40.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
39.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
39.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
39.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
39.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
38.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
38.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
38.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
38.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
37.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
37.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
37.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
36.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
36.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
36.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
36.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
36.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
36.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
36.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
35.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
35.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
35.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
35.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
35.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
35.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
35.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
35.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
35.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
35.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
34.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
34.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
34.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
33.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
33.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
33.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
33.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
33.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
33.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
33.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
33.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
33.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
33.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
33.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
32.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
32.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
32.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
32.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
32.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
32.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
32.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
32.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
32.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
32.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
32.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
32.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
32.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
32.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
32.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
32.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
31.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
31.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
31.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
31.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
31.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
31.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
30.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
30.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
30.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
30.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
30.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
30.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
30.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
30.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
30.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
30.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
30.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
30.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
30.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
30.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
30.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
30.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
30.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
30.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
30.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
29.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
29.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
29.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
29.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
29.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
29.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
29.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
29.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
29.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
29.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
28.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
28.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
28.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
28.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
28.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
28.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
28.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
28.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
28.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
28.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
28.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
28.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
28.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
28.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
28.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
28.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
27.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
27.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
27.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
27.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
27.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
27.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
27.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
27.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
26.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
26.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
26.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
26.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
26.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
26.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
26.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
26.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
26.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
25.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
25.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
25.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
25.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
25.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
25.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
25.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
25.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
25.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
24.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
24.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
24.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
24.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
24.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
24.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
24.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
24.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
24.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
24.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
24.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
24.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
24.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
24.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
24.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
23.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
23.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
23.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
23.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
23.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
23.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
23.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
23.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
22.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
22.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
22.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
22.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
22.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
22.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
22.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
21.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
21.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
21.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
20.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
20.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
20.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
20.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
20.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
20.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
19.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
19.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
19.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
19.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
19.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
18.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
18.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
18.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
18.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
18.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
16.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
14.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
3.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.4
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.4
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.3
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.3
8cc7e656-0152-4359-8566-0581c3
Tumor
0.3
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.3
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.3
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.1
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Tumor
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
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Normal
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.1
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Normal
0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.1
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Tumor
0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.0
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.0
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
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Normal
0.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.0
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
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Tumor
0.0
b2400046-1d25-429d-a821-6040a6
Tumor
0.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
43192517-085e-450e-9481-0a6713_D3
Tumor
0.0
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Tumor
0.0
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.0
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.0
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Normal
0.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.0
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Normal
0.0
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.1
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Normal
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.2
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Normal
-0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.2
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Normal
-0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.3
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.3
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.4
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.4
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.4
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.4
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.4
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.5
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.5
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.8
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
