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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.
RNF26 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
22.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
53.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
46.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
45.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
44.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
43.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
42.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
41.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
40.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
39.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
39.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
37.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
36.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
36.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
34.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
34.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
34.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
34.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
34.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
33.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
33.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
33.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
32.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
32.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
32.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
32.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
31.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
31.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
31.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
31.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
30.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
30.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
30.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
30.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
30.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
30.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
30.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
30.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
30.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
29.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
29.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
29.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
29.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
29.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
29.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
28.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
28.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
28.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
28.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
28.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
28.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
28.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
28.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
28.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
28.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
28.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
28.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
28.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
28.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
28.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
28.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
27.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
27.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
27.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
27.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
27.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
27.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
27.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
27.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
27.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
27.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
27.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
27.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
26.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
26.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
26.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
26.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
26.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
26.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
26.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
26.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
25.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
25.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
25.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
25.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
25.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
25.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
25.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
25.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
25.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
25.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
24.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
24.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
24.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
24.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
24.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
24.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
24.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
24.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
23.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
23.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
23.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
23.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
23.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
23.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
23.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
23.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
23.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
23.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
23.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
23.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
23.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
23.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
23.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
23.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
23.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
23.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
22.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
22.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
22.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
22.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
22.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
22.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
22.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
22.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
22.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
22.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
21.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
21.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
21.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
21.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
21.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
21.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
21.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
21.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
21.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
21.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
21.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
21.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
21.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
20.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
20.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
20.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
20.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
20.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
20.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
20.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
20.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
20.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
20.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
20.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
20.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
19.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
19.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
19.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
19.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
19.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
19.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
19.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
19.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
19.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
19.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
19.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
19.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
19.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
19.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
19.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
18.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
18.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
18.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
18.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
18.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
18.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
18.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
18.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
18.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
18.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
18.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
18.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
18.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
18.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
18.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
17.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
17.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
17.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
17.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
17.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
17.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
17.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
17.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
16.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
16.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
16.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
16.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
16.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
16.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
16.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
16.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
16.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
16.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
16.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
16.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
16.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
15.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
15.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
15.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
15.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
15.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
15.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
15.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
15.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
15.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
14.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
14.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
14.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
14.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
14.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
14.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
14.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
14.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
14.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
14.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
14.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
14.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
14.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
13.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
13.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
13.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
13.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
13.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
13.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
13.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
13.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
13.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
12.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
12.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
12.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
12.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
12.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
12.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
11.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
11.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
11.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
10.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
10.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
9.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
9.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
9.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
9.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
9.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
8.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
8.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
7.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
6.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 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.
RNF26 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
22.5
Number of samples
486
Samples
Sample
Description
TPM
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
47.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
46.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
41.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
41.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
41.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
39.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
39.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
39.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
39.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
39.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
39.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
38.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
37.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
36.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
36.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
36.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
35.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
35.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
35.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
34.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
34.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
34.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
34.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
34.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
33.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
33.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
33.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
33.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
33.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
33.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
33.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
32.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
32.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
32.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
32.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
32.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
32.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
32.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
32.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
32.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
31.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
31.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
31.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
31.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
31.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
31.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
30.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
30.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
30.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
30.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
29.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
29.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
29.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
29.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
29.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
29.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
29.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
29.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
29.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
29.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
29.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
29.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
29.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
29.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
29.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
28.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
28.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
28.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
28.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
28.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
28.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
28.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
28.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
28.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
28.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
28.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
28.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
28.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
28.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
28.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
28.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
28.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
27.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
27.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
27.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
27.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
27.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
27.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
27.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
27.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
27.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
27.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
27.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
27.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
27.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
27.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
27.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
27.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
27.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
27.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
27.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
27.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
26.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
26.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
26.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
26.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
26.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
26.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
26.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
26.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
26.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
26.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
26.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
26.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
26.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
26.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
26.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
26.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
26.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
26.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
26.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
26.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
26.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
26.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
26.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
25.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
25.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
25.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
25.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
25.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
25.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
25.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
25.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
25.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
25.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
25.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
25.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
25.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
25.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
25.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
25.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
25.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
25.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
25.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
25.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
25.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
25.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
25.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
25.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
25.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
25.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
25.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
25.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
25.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
25.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
25.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
25.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
25.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
24.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
24.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
24.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
24.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
24.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
24.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
24.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
24.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
24.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
24.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
24.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
24.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
24.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
24.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
24.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
24.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
24.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
24.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
24.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
24.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
24.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
24.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
24.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
24.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
24.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
24.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
24.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
23.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
23.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
23.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
23.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
23.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
23.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
23.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
23.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
23.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
23.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
23.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
23.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
23.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
23.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
23.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
23.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
23.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
23.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
23.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
23.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
23.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
23.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
23.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
23.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
23.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
23.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
23.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
23.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
23.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
23.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
23.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
23.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
23.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
23.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
22.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
22.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
22.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
22.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
22.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
22.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
22.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
22.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
22.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
22.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
22.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
22.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
22.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
22.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
22.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
22.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
22.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
22.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
22.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
22.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
22.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
22.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
22.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
22.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
22.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
22.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
22.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
22.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
22.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
22.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
22.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
22.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
22.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
21.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
21.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
21.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
21.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
21.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
21.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
21.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
21.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
21.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
21.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
21.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
21.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
21.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
21.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
21.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
21.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
21.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
21.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
21.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
21.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
21.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
21.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
21.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
21.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
21.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
20.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
20.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
20.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
20.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
20.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
20.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
20.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
20.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
20.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
20.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
20.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
20.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
20.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
20.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
20.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
20.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
20.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
20.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
20.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
20.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
20.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
20.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
20.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
20.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
20.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
20.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
20.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
20.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
20.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
20.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
20.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
20.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
20.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
20.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
20.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
20.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
20.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
19.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
19.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
19.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
19.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
19.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
19.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
19.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
19.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
19.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
19.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
19.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
19.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
19.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
19.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
19.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
19.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
19.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
19.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
19.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
19.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
19.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
19.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
19.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
19.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
19.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
18.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
18.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
18.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
18.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
18.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
18.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
18.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
18.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
18.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
18.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
18.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
18.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
18.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
18.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
18.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
18.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
18.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
18.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
18.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
18.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
18.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
18.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
18.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
18.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
18.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
18.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
18.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
17.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
17.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
17.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
17.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
17.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
17.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
17.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
17.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
17.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
17.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
17.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
17.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
17.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
17.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
17.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
17.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
17.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
17.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
17.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
17.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
17.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
17.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
17.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
17.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
17.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
17.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
17.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
17.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
17.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
17.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
17.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
17.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
16.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
16.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
16.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
16.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
16.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
16.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
16.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
16.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
16.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
16.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
16.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
16.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
16.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
16.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
16.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
16.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
16.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
16.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
16.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
16.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
16.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
16.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
16.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
15.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
15.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
15.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
15.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
15.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
15.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
15.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
15.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
15.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
15.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
15.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
15.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
15.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
15.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
15.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
15.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
15.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
15.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
15.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
14.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
14.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
14.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
14.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
13.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
13.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
13.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
13.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
13.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
13.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
13.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
13.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
13.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
13.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
13.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
13.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
13.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
12.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
12.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
12.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
12.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
12.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
12.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
12.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
12.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
12.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
12.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
12.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
12.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
11.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
10.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
10.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
10.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
10.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
9.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
7.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
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.
RNF26 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
21.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
41.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
40.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
40.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
37.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
37.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
35.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
34.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
34.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
33.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
30.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
30.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
29.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
29.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
29.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
28.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
28.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
27.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
27.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
27.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
26.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
26.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
26.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
25.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
25.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
25.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
25.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
25.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
25.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
25.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
24.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
24.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
24.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
23.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
23.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
23.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
22.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
22.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
21.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
21.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
21.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
21.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
20.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
20.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
20.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
19.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
19.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
19.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
19.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
19.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
18.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
18.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
18.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
18.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
18.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
18.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
17.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
17.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
17.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
17.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
17.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
16.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
16.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
16.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
16.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
16.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
16.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
15.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
15.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
15.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
15.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
15.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
14.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
14.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
14.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
14.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
13.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
13.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
12.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
11.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
11.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
11.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
11.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
11.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
10.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
10.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
8.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 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.
RNF26 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
20.0
Number of samples
207
Samples
Sample
Description
TPM
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
46.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
41.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
38.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
37.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
36.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
33.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
33.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
33.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
31.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
31.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
30.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
30.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
30.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
30.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
30.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
30.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
29.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
29.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
29.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
29.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
29.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
29.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
29.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
28.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
28.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
28.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
28.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
28.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
28.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
27.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
27.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
27.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
27.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
27.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
27.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
27.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
27.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
26.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
26.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
26.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
26.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
25.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
25.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
24.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
24.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
24.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
24.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
24.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
24.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
24.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
23.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
23.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
23.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
23.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
23.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
22.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
22.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
22.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
22.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
22.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
22.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
22.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
22.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
22.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
22.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
21.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
21.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
21.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
21.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
21.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
21.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
21.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
21.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
21.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
20.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
20.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
20.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
20.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
20.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
20.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
20.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
20.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
20.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
20.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
20.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
20.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
20.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
20.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
20.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
20.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
20.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
20.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
20.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
20.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
20.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
19.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
19.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
19.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
19.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
19.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
19.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
19.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
19.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
19.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
19.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
19.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
19.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
19.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
19.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
19.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
19.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
19.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
19.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
19.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
18.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
18.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
18.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
18.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
18.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
18.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
18.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
18.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
18.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
18.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
17.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
17.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
17.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
17.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
17.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
17.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
17.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
17.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
17.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
16.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
16.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
16.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
16.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
16.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
16.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
16.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
16.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
16.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
16.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
16.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
16.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
16.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
16.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
16.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
16.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
16.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
16.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
15.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
15.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
15.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
15.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
15.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
15.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
15.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
15.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
15.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
14.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
14.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
14.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
14.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
14.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
14.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
14.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
14.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
14.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
14.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
13.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
13.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
13.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
13.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
13.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
13.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
13.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
12.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
12.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
12.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
12.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
12.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
12.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
12.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
11.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
11.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
11.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
11.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
11.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
10.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
10.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
10.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
10.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
10.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
9.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
9.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
9.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
8.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
6.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
4.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
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
