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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.
RNF13 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
29.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
100.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
92.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
65.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
59.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
59.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
52.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
52.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
52.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
51.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
49.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
48.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
48.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
47.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
46.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
46.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
45.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
45.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
44.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
44.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
43.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
42.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
42.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
42.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
42.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
41.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
41.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
41.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
41.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
41.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
41.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
40.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
40.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
40.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
40.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
40.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
39.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
39.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
39.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
38.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
38.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
38.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
37.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
37.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
37.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
37.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
37.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
37.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
36.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
36.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
36.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
36.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
36.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
36.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
35.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
35.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
35.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
35.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
35.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
34.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
34.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
34.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
34.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
34.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
34.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
34.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
33.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
33.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
33.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
33.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
33.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
33.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
33.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
33.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
33.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
32.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
32.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
32.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
32.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
32.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
32.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
32.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
32.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
32.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
32.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
32.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
32.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
32.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
31.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
31.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
31.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
31.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
31.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
31.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
31.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
31.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
31.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
31.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
31.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
31.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
31.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
31.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
30.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
30.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
30.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
30.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
30.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
30.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
30.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
30.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
30.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
30.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
30.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
30.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
30.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
30.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
30.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
30.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
30.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
29.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
29.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
29.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
29.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
29.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
29.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
29.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
29.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
29.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
29.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
29.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
29.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
29.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
28.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
28.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
28.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
28.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
28.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
28.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
28.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
28.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
27.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
27.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
27.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
27.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
27.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
27.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
27.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
27.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
26.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
26.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
26.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
26.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
26.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
26.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
26.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
26.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
26.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
26.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
25.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
25.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
25.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
25.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
25.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
25.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
25.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
25.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
25.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
24.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
24.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
24.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
24.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
24.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
24.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
24.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
24.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
24.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
24.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
23.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
23.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
23.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
23.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
23.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
23.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
23.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
23.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
22.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
22.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
22.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
22.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
22.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
22.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
22.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
22.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
22.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
21.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
21.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
21.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
21.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
21.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
21.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
21.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
21.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
21.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
21.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
20.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
20.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
20.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
20.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
20.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
20.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
20.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
20.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
20.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
20.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
20.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
20.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
20.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
19.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
19.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
19.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
19.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
19.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
19.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
19.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
19.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
19.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
19.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
19.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
19.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
19.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
19.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
19.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
18.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
18.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
18.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
18.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
18.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
18.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
18.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
18.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
18.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
18.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
17.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
17.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
17.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
17.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
17.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
16.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
16.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
16.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
16.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
16.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
14.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
13.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 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.
RNF13 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
44.8
Number of samples
486
Samples
Sample
Description
TPM
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
94.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
85.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
81.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
80.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
78.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
78.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
76.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
75.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
73.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
71.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
70.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
70.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
69.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
69.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
68.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
68.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
67.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
67.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
66.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
66.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
64.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
64.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
63.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
63.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
63.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
63.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
62.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
62.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
62.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
62.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
62.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
61.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
61.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
61.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
61.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
61.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
61.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
61.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
61.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
61.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
61.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
60.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
60.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
60.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
60.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
60.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
59.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
59.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
59.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
59.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
59.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
59.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
58.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
58.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
58.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
58.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
58.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
58.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
58.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
58.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
57.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
57.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
57.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
56.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
56.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
56.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
56.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
56.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
56.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
56.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
56.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
56.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
55.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
55.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
55.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
55.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
55.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
55.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
55.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
55.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
55.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
55.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
55.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
55.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
54.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
54.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
54.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
54.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
54.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
54.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
54.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
54.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
54.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
54.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
54.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
54.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
53.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
53.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
53.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
53.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
53.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
53.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
53.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
52.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
52.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
52.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
52.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
52.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
52.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
52.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
52.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
52.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
52.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
51.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
51.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
51.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
51.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
51.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
51.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
51.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
51.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
51.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
51.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
51.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
51.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
50.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
50.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
50.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
50.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
50.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
50.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
50.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
50.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
49.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
49.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
49.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
49.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
49.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
49.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
49.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
48.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
48.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
48.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
48.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
48.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
48.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
48.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
48.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
48.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
48.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
47.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
47.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
47.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
47.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
47.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
47.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
47.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
47.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
47.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
47.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
47.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
47.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
47.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
47.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
47.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
47.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
47.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
47.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
47.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
47.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
47.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
47.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
47.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
46.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
46.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
46.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
46.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
46.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
46.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
46.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
46.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
46.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
46.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
46.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
46.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
46.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
45.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
45.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
45.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
45.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
45.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
45.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
45.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
45.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
45.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
45.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
45.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
45.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
45.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
45.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
45.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
45.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
45.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
44.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
44.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
44.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
44.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
44.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
44.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
44.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
44.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
44.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
44.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
44.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
44.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
44.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
44.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
44.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
44.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
44.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
44.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
44.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
44.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
44.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
44.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
44.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
44.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
44.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
43.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
43.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
43.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
43.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
43.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
43.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
43.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
43.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
43.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
43.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
43.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
43.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
43.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
43.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
43.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
43.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
43.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
43.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
43.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
43.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
43.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
42.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
42.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
42.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
42.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
42.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
42.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
42.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
42.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
42.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
42.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
42.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
42.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
42.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
42.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
42.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
42.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
42.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
42.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
42.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
42.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
42.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
42.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
42.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
42.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
42.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
41.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
41.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
41.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
41.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
41.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
41.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
41.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
41.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
41.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
41.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
41.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
41.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
41.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
41.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
41.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
41.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
41.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
41.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
41.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
41.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
41.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
41.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
41.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
40.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
40.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
40.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
40.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
40.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
40.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
40.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
40.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
40.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
40.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
40.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
40.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
40.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
40.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
40.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
40.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
40.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
40.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
40.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
39.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
39.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
39.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
39.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
39.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
39.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
39.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
39.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
39.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
39.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
39.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
39.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
39.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
39.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
39.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
39.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
39.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
39.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
39.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
39.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
39.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
39.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
39.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
39.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
38.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
38.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
38.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
38.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
38.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
38.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
38.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
38.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
38.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
38.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
38.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
38.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
38.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
38.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
38.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
38.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
38.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
38.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
38.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
38.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
37.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
37.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
37.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
37.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
37.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
37.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
37.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
37.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
37.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
37.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
37.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
37.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
37.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
37.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
37.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
37.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
37.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
36.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
36.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
36.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
36.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
36.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
36.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
36.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
36.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
36.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
36.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
36.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
36.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
36.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
36.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
36.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
36.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
36.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
36.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
36.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
36.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
36.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
36.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
36.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
36.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
35.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
35.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
35.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
35.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
35.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
35.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
35.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
34.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
34.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
34.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
34.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
34.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
34.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
34.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
34.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
34.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
34.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
34.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
33.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
33.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
33.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
33.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
33.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
33.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
33.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
33.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
33.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
33.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
33.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
32.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
32.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
32.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
32.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
32.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
32.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
32.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
32.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
32.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
32.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
32.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
32.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
32.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
32.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
31.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
31.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
31.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
31.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
31.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
31.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
31.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
31.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
31.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
31.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
31.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
31.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
31.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
30.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
30.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
30.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
30.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
30.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
30.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
30.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
30.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
29.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
29.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
29.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
29.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
29.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
28.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
28.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
28.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
28.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
27.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
27.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
27.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
25.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
25.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
24.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
24.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
24.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
23.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
23.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
2.6
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RNF13 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
32.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
67.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
60.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
56.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
55.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
54.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
50.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
48.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
46.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
46.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
45.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
45.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
43.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
43.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
42.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
42.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
42.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
41.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
40.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
40.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
39.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
39.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
38.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
37.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
37.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
37.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
37.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
37.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
36.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
36.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
36.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
35.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
35.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
34.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
34.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
34.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
33.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
33.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
33.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
32.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
32.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
32.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
31.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
31.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
31.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
31.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
31.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
31.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
31.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
30.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
30.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
30.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
29.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
29.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
29.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
29.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
28.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
28.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
28.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
27.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
27.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
26.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
26.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
26.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
26.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
26.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
25.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
25.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
25.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
25.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
25.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
25.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
23.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
23.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
23.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
23.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
22.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
22.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
21.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
21.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
20.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
19.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
19.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
18.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
18.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
17.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
13.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
7.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RNF13 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
41.2
Number of samples
207
Samples
Sample
Description
TPM
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
122.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
84.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
73.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
73.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
69.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
69.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
68.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
66.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
65.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
64.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
61.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
60.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
59.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
57.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
55.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
55.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
54.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
54.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
54.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
53.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
53.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
53.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
51.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
51.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
50.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
50.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
50.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
49.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
49.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
49.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
49.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
49.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
49.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
48.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
48.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
48.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
48.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
48.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
47.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
47.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
47.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
47.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
47.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
46.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
46.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
46.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
46.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
46.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
46.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
46.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
46.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
46.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
45.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
45.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
45.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
45.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
45.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
45.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
45.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
45.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
45.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
45.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
45.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
45.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
45.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
44.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
44.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
44.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
44.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
44.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
44.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
43.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
43.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
43.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
43.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
43.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
43.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
43.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
42.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
42.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
42.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
42.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
42.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
42.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
42.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
42.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
42.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
41.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
41.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
41.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
41.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
41.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
41.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
40.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
40.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
40.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
40.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
40.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
40.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
40.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
40.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
40.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
40.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
39.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
39.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
39.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
39.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
39.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
39.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
39.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
39.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
39.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
38.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
38.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
38.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
38.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
38.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
38.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
38.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
38.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
37.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
37.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
37.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
37.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
37.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
37.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
37.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
37.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
37.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
36.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
36.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
36.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
36.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
36.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
36.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
36.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
36.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
36.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
36.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
36.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
36.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
35.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
35.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
35.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
35.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
35.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
35.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
34.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
34.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
34.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
34.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
34.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
34.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
34.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
34.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
34.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
33.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
33.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
33.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
33.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
33.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
33.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
33.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
33.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
33.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
32.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
32.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
32.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
32.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
32.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
32.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
32.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
32.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
31.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
31.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
31.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
30.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
30.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
30.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
30.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
30.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
29.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
29.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
29.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
29.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
29.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
29.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
29.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
29.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
28.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
28.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
28.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
28.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
27.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
27.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
27.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
26.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
26.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
25.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
25.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
25.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
25.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
24.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
24.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
20.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
20.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
20.5
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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
