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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.
RBM15B 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
17.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
39.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
38.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
35.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
31.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
30.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
29.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
28.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
27.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
27.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
26.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
26.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
26.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
26.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
26.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
26.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
25.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
25.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
25.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
24.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
24.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
24.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
24.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
24.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
24.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
24.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
24.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
24.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
23.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
23.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
23.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
23.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
23.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
23.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
22.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
22.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
22.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
22.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
22.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
22.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
22.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
22.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
21.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
21.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
21.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
21.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
21.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
21.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
21.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
21.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
21.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
20.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
20.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
20.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
20.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
20.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
20.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
20.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
20.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
20.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
20.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
20.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
20.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
20.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
20.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
20.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
20.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
20.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
20.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
19.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
19.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
19.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
19.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
19.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
19.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
19.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
19.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
19.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
19.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
19.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
19.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
19.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
19.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
19.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
19.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
19.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
19.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
19.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
18.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
18.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
18.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
18.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
18.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
18.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
18.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
18.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
18.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
18.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
18.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
18.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
18.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
18.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
18.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
18.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
18.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
17.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
17.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
17.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
17.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
17.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
17.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
17.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
17.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
17.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
17.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
17.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
17.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
17.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
17.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
17.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
17.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
17.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
17.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
17.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
17.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
17.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
17.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
16.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
16.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
16.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
16.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
16.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
16.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
16.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
16.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
16.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
16.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
16.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
16.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
16.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
16.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
16.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
16.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
16.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
15.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
15.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
15.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
15.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
15.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
15.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
15.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
15.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
15.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
15.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
15.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
15.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
15.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
15.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
15.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
15.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
15.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
15.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
15.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
15.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
14.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
14.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
14.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
14.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
14.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
14.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
14.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
14.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
14.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
14.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
14.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
14.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
14.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
14.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
14.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
14.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
14.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
14.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
14.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
14.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
14.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
13.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
13.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
13.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
13.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
13.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
13.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
13.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
13.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
13.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
13.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
13.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
13.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
13.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
13.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
12.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
12.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
12.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
12.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
12.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
12.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
12.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
12.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
12.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
12.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
12.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
12.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
12.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
12.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
12.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
12.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
12.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
12.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
12.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
12.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
12.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
11.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
11.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
11.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
11.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
11.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
11.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
11.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
11.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
11.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
11.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
11.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
11.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
11.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
11.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
11.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
11.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
11.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
10.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
10.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
9.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
9.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
9.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
9.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
9.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
9.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
9.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
9.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
8.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
8.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
8.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
7.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
7.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 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.
RBM15B 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
25.3
Number of samples
486
Samples
Sample
Description
TPM
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
47.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
45.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
42.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
42.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
42.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
41.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
40.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
40.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
40.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
39.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
39.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
37.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
37.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
37.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
37.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
37.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
37.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
36.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
36.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
36.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
36.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
36.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
36.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
36.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
36.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
36.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
36.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
36.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
36.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
35.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
35.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
35.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
35.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
35.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
35.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
35.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
35.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
34.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
34.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
34.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
34.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
34.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
34.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
34.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
34.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
34.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
34.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
34.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
34.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
33.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
33.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
33.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
33.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
33.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
33.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
33.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
32.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
32.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
32.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
32.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
32.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
32.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
32.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
32.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
32.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
32.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
32.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
32.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
32.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
32.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
32.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
32.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
31.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
31.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
31.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
31.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
31.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
31.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
31.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
31.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
31.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
31.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
31.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
31.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
31.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
30.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
30.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
30.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
30.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
30.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
30.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
30.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
30.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
30.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
30.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
30.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
30.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
30.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
30.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
30.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
30.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
30.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
30.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
30.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
29.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
29.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
29.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
29.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
29.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
29.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
29.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
29.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
29.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
29.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
29.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
29.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
29.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
29.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
29.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
29.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
29.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
29.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
29.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
29.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
29.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
29.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
29.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
29.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
29.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
28.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
28.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
28.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
28.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
28.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
28.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
28.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
28.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
28.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
28.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
28.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
28.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
28.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
28.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
28.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
28.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
28.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
28.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
28.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
28.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
28.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
28.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
28.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
28.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
28.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
28.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
28.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
27.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
27.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
27.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
27.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
27.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
27.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
27.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
27.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
27.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
27.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
27.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
27.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
27.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
27.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
27.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
27.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
27.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
27.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
27.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
27.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
27.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
27.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
27.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
27.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
27.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
27.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
27.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
27.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
27.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
27.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
27.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
26.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
26.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
26.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
26.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
26.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
26.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
26.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
26.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
26.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
26.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
26.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
26.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
26.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
26.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
26.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
26.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
26.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
26.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
26.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
26.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
26.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
26.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
26.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
26.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
26.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
25.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
25.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
25.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
25.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
25.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
25.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
25.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
25.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
25.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
25.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
25.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
25.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
25.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
25.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
25.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
25.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
25.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
25.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
25.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
25.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
25.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
25.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
25.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
25.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
25.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
25.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
25.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
25.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
25.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
25.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
25.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
25.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
25.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
24.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
24.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
24.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
24.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
24.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
24.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
24.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
24.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
24.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
24.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
24.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
24.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
24.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
24.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
24.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
24.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
24.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
24.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
24.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
24.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
24.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
24.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
24.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
24.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
24.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
24.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
24.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
24.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
24.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
24.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
24.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
24.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
23.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
23.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
23.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
23.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
23.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
23.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
23.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
23.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
23.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
23.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
23.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
23.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
23.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
23.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
23.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
23.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
23.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
23.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
23.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
23.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
23.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
23.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
23.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
23.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
23.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
23.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
22.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
22.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
22.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
22.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
22.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
22.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
22.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
22.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
22.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
22.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
22.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
22.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
22.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
22.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
22.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
22.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
22.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
22.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
22.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
22.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
22.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
22.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
22.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
22.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
22.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
22.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
22.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
22.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
22.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
21.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
21.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
21.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
21.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
21.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
21.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
21.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
21.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
21.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
21.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
21.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
21.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
21.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
21.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
21.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
21.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
21.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
21.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
21.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
21.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
21.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
21.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
21.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
21.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
21.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
21.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
21.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
21.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
21.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
21.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
21.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
21.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
21.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
20.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
20.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
20.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
20.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
20.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
20.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
20.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
20.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
20.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
20.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
20.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
20.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
20.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
20.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
20.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
20.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
20.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
20.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
20.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
20.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
20.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
20.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
20.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
20.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
20.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
20.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
20.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
20.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
20.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
20.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
20.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
20.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
20.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
19.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
19.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
19.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
19.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
19.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
19.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
19.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
19.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
19.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
19.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
19.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
19.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
19.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
19.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
19.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
18.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
18.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
18.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
18.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
18.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
18.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
18.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
18.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
18.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
18.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
18.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
18.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
18.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
18.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
18.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
18.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
18.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
18.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
18.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
18.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
18.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
17.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
17.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
17.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
17.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
17.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
17.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
17.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
17.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
17.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
17.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
17.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
17.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
17.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
17.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
17.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
17.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
17.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
17.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
16.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
16.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
16.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
16.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
16.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
16.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
16.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
16.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
16.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
16.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
16.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
15.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
15.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
15.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
15.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
15.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
15.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
15.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
15.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
15.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
15.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
14.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
14.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
13.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
13.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
13.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
13.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
12.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
12.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
12.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RBM15B 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
17.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
29.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
28.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
27.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
27.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
26.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
26.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
25.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
24.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
24.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
23.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
23.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
22.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
22.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
22.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
22.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
22.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
22.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
22.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
22.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
22.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
21.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
21.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
20.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
20.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
20.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
19.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
19.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
19.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
19.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
18.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
18.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
18.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
18.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
18.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
17.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
17.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
17.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
17.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
17.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
17.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
17.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
17.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
17.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
17.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
17.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
17.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
17.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
17.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
16.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
16.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
16.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
16.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
16.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
15.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
15.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
15.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
15.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
15.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
15.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
15.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
15.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
14.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
13.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
13.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
13.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
13.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
13.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
13.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
13.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
13.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
13.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
13.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
13.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
12.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
12.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
11.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
11.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
11.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
10.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
10.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
10.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
10.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
10.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
9.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
7.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
7.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RBM15B 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
23.3
Number of samples
207
Samples
Sample
Description
TPM
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
40.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
39.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
37.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
36.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
36.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
35.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
35.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
35.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
34.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
33.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
32.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
32.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
32.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
31.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
31.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
30.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
30.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
30.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
30.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
30.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
30.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
29.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
29.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
29.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
29.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
29.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
29.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
29.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
29.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
28.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
28.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
28.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
28.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
28.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
28.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
28.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
28.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
27.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
27.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
27.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
27.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
27.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
27.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
27.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
27.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
27.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
27.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
27.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
27.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
27.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
27.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
27.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
26.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
26.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
26.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
26.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
26.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
26.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
26.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
26.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
26.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
26.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
26.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
26.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
25.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
25.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
25.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
25.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
25.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
25.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
25.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
25.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
25.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
25.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
25.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
25.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
25.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
25.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
25.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
24.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
24.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
24.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
24.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
24.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
24.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
24.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
24.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
24.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
24.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
24.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
24.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
24.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
23.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
23.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
23.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
23.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
23.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
23.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
23.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
23.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
23.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
23.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
23.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
23.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
23.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
23.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
23.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
23.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
23.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
23.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
22.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
22.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
22.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
22.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
22.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
22.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
22.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
22.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
22.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
22.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
22.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
22.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
22.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
22.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
22.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
21.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
21.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
21.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
21.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
21.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
21.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
21.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
21.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
21.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
21.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
21.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
21.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
21.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
21.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
21.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
20.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
20.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
20.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
20.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
20.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
20.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
20.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
20.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
20.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
20.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
19.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
19.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
19.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
19.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
19.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
19.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
19.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
19.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
19.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
19.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
19.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
19.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
19.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
18.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
18.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
18.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
18.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
18.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
18.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
18.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
18.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
18.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
18.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
17.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
17.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
17.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
17.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
17.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
17.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
17.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
17.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
17.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
17.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
17.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
16.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
16.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
16.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
16.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
16.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
16.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
16.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
15.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
15.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
15.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
15.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
15.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
15.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
15.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
15.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
14.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
14.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
13.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
13.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
13.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
11.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
1.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
1.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.7
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.6
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.6
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.6
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.5
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.5
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.5
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.5
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.5
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.5
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.5
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.5
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.4
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.4
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.4
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.4
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.4
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.4
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.4
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.4
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.3
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.3
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.3
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.3
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.3
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.3
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.3
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.3
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.3
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.2
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.1
b2400046-1d25-429d-a821-6040a6
Tumor
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.0
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.0
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.0
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.0
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.0
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.0
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.0
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.0
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.0
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.0
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.0
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.0
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.2
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.3
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.3
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.3
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.3
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.4
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.4
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.4
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.4
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.4
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.4
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.4
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.4
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.4
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.4
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.4
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.5
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.8
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.8
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.8
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_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
