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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.
RNF113A 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
21.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
67.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
48.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
48.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
41.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
41.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
40.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
40.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
38.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
38.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
38.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
38.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
37.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
36.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
36.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
36.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
36.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
35.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
35.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
35.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
35.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
35.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
34.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
34.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
33.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
33.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
33.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
33.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
32.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
32.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
32.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
31.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
31.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
31.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
31.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
31.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
30.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
30.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
30.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
29.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
29.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
29.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
29.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
29.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
29.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
28.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
28.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
28.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
28.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
28.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
28.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
28.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
28.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
28.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
27.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
27.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
27.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
27.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
27.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
27.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
26.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
26.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
26.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
26.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
26.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
26.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
26.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
26.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
26.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
26.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
25.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
25.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
25.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
25.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
25.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
25.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
24.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
24.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
24.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
24.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
24.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
24.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
24.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
24.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
23.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
23.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
23.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
23.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
23.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
23.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
23.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
23.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
23.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
23.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
23.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
22.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
22.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
22.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
22.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
22.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
22.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
22.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
22.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
22.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
22.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
21.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
21.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
21.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
21.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
21.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
21.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
21.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
21.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
21.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
20.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
20.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
20.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
20.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
20.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
20.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
20.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
20.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
19.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
19.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
19.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
19.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
19.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
19.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
19.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
19.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
19.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
19.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
19.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
19.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
19.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
19.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
18.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
18.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
18.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
18.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
18.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
18.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
18.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
18.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
18.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
18.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
18.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
18.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
18.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
17.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
17.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
17.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
17.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
17.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
17.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
17.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
17.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
17.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
17.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
17.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
17.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
17.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
16.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
16.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
16.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
16.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
16.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
16.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
16.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
16.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
16.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
16.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
16.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
16.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
16.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
16.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
15.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
15.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
15.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
15.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
15.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
15.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
15.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
15.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
15.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
15.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
15.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
15.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
15.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
15.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
15.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
15.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
14.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
14.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
14.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
14.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
14.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
14.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
14.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
14.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
14.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
14.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
14.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
14.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
14.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
14.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
14.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
14.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
14.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
14.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
13.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
13.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
13.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
13.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
13.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
13.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
13.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
13.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
13.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
13.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
13.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
13.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
13.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
13.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
12.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
12.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
12.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
12.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
12.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
12.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
12.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
12.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
12.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
12.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
12.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
12.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
11.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
11.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
11.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
11.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
11.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
10.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
10.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
10.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
10.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
10.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
10.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
10.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
9.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
9.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
9.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
5.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 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.
RNF113A 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
12.0
Number of samples
486
Samples
Sample
Description
TPM
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
34.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
29.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
28.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
28.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
25.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
24.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
24.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
23.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
23.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
22.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
22.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
22.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
22.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
21.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
21.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
21.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
21.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
21.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
20.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
20.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
20.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
20.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
20.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
20.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
20.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
20.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
20.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
20.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
20.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
19.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
19.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
19.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
19.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
19.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
19.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
19.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
19.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
19.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
19.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
18.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
18.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
18.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
18.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
18.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
18.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
17.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
17.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
17.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
17.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
17.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
17.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
17.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
17.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
17.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
17.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
17.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
17.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
17.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
17.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
17.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
16.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
16.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
16.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
16.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
16.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
16.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
16.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
16.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
16.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
16.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
16.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
16.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
16.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
16.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
16.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
16.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
15.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
15.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
15.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
15.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
15.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
15.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
15.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
15.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
15.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
15.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
15.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
15.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
15.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
15.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
15.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
15.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
15.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
15.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
15.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
15.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
15.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
15.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
15.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
15.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
15.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
14.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
14.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
14.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
14.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
14.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
14.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
14.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
14.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
14.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
14.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
14.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
14.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
14.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
14.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
14.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
14.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
14.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
14.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
14.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
14.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
14.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
13.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
13.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
13.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
13.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
13.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
13.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
13.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
13.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
13.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
13.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
13.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
13.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
13.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
13.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
13.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
13.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
13.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
13.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
13.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
13.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
13.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
13.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
13.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
12.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
12.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
12.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
12.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
12.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
12.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
12.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
12.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
12.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
12.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
12.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
12.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
12.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
12.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
12.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
12.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
12.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
12.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
12.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
12.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
12.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
12.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
12.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
12.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
12.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
12.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
12.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
12.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
12.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
12.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
12.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
12.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
12.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
12.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
12.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
12.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
12.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
12.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
12.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
12.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
12.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
12.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
12.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
12.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
12.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
12.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
11.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
11.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
11.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
11.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
11.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
11.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
11.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
11.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
11.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
11.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
11.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
11.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
11.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
11.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
11.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
11.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
11.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
11.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
11.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
11.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
11.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
11.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
11.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
11.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
11.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
11.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
11.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
11.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
11.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
11.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
11.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
11.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
11.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
11.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
11.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
11.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
11.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
11.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
11.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
11.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
11.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
11.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
11.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
11.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
11.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
11.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
11.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
11.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
11.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
11.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
11.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
11.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
11.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
11.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
11.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
11.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
11.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
11.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
11.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
11.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
11.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
11.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
11.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
10.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
10.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
10.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
10.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
10.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
10.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
10.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
10.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
10.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
10.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
10.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
10.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
10.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
10.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
10.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
10.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
10.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
10.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
10.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
10.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
10.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
10.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
10.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
10.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
10.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
10.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
10.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
10.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
10.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
10.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
10.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
10.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
10.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
10.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
10.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
10.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
10.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
10.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
10.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
10.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
10.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
10.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
10.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
10.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
10.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
10.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
10.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
10.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
10.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
10.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
10.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
10.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
10.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
10.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
10.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
10.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
10.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
10.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
9.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
9.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
9.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
9.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
9.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
9.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
9.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
9.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
9.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
9.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
9.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
9.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
9.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
9.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
9.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
9.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
9.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
9.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
9.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
9.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
9.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
9.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
9.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
9.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
9.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
9.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
9.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
9.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
9.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
9.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
9.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
9.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
9.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
9.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
9.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
9.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
9.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
9.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
9.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
9.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
9.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
9.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
9.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
9.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
9.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
9.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
9.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
9.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
9.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
9.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
9.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
9.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
9.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
9.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
9.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
9.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
9.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
9.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
9.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
9.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
9.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
8.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
8.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
8.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
8.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
8.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
8.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
8.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
8.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
8.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
8.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
8.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
8.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
8.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
8.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
8.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
8.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
8.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
8.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
8.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
8.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
8.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
8.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
8.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
8.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
8.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
8.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
8.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
8.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
8.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
8.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
8.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
8.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
8.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
8.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
8.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
8.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
8.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
8.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
8.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
8.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
8.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
8.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
8.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
8.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
8.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
8.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
8.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
7.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
7.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
7.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
7.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
7.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
7.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
7.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
7.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
7.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
7.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
7.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
7.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
7.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
7.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
7.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
7.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
7.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
7.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
7.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
7.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
7.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
7.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
7.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
7.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
7.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
7.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
7.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
7.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
7.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
7.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
7.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
7.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
7.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
7.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
7.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
6.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
6.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
6.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
6.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
6.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
6.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
6.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
6.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
6.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
6.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
6.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
6.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
6.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
5.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
5.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
5.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
5.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
5.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
5.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
5.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
5.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
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.
RNF113A 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
22.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
50.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
42.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
41.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
38.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
37.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
37.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
35.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
35.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
33.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
33.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
32.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
31.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
31.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
29.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
28.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
28.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
28.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
28.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
27.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
27.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
27.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
27.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
27.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
26.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
26.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
26.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
26.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
26.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
25.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
25.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
25.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
24.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
24.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
24.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
24.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
23.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
23.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
23.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
22.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
22.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
22.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
21.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
21.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
21.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
21.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
21.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
20.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
20.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
20.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
20.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
20.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
20.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
19.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
19.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
19.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
18.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
18.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
18.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
18.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
18.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
17.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
17.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
17.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
17.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
16.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
16.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
16.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
16.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
16.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
16.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
15.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
15.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
15.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
14.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
14.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
14.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
14.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
14.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
13.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
13.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
12.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
12.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
11.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
11.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
11.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
10.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
8.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RNF113A 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
12.0
Number of samples
207
Samples
Sample
Description
TPM
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
34.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
29.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
26.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
25.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
23.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
23.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
22.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
21.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
20.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
20.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
19.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
18.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
18.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
17.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
17.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
17.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
17.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
17.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
17.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
17.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
17.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
16.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
16.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
15.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
15.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
15.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
15.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
15.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
15.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
15.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
15.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
15.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
15.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
15.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
14.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
14.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
14.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
14.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
14.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
14.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
14.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
14.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
14.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
14.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
14.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
14.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
14.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
14.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
14.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
13.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
13.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
13.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
13.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
13.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
13.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
13.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
13.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
13.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
13.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
13.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
13.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
13.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
13.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
13.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
13.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
13.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
13.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
13.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
13.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
13.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
13.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
12.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
12.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
12.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
12.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
12.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
12.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
12.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
12.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
12.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
12.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
12.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
12.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
12.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
12.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
12.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
12.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
12.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
12.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
12.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
12.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
12.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
12.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
11.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
11.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
11.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
11.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
11.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
11.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
11.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
11.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
11.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
11.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
11.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
11.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
11.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
11.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
11.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
11.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
11.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
10.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
10.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
10.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
10.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
10.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
10.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
10.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
10.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
10.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
10.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
10.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
10.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
10.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
10.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
10.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
10.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
10.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
10.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
10.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
10.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
9.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
9.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
9.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
9.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
9.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
9.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
9.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
9.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
9.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
9.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
9.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
9.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
9.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
9.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
9.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
9.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
9.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
9.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
9.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
9.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
9.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
9.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
9.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
9.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
9.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
9.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
8.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
8.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
8.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
8.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
8.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
8.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
8.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
8.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
8.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
8.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
8.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
8.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
8.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
8.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
8.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
8.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
8.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
8.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
8.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
8.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
7.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
7.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
7.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
7.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
7.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
7.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
7.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
7.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
7.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
7.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
7.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
7.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
7.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
7.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
7.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
7.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
6.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
6.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
5.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
5.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
4.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
4.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.9
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.9
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.8
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.8
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.8
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.8
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.7
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.7
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.6
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.6
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.5
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.5
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.5
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.4
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.4
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.4
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.4
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.4
8cc7e656-0152-4359-8566-0581c3
Tumor
0.4
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.4
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.4
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.4
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.4
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.3
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.3
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.3
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.3
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.3
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.0
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.0
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.0
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.0
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.0
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.0
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.0
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.0
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.0
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.0
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.0
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.0
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.0
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.0
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.2
b2400046-1d25-429d-a821-6040a6
Tumor
-0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.3
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.3
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.3
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.3
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.3
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.3
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.3
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.3
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.3
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.3
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.4
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.4
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.4
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.4
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.4
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.4
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.4
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.4
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.4
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.4
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.4
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.5
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.5
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.6
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.6
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.6
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.6
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.7
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.7
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.8
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.9
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.9
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-1.0
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-1.0
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-1.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-1.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
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
