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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.
NRBF2 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
15.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
36.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
32.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
30.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
29.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
28.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
28.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
28.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
27.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
26.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
25.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
25.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
24.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
24.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
23.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
23.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
22.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
22.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
22.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
21.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
21.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
21.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
20.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
20.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
20.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
20.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
20.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
20.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
20.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
20.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
19.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
19.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
19.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
19.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
19.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
19.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
19.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
19.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
19.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
19.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
18.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
18.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
18.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
18.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
18.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
18.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
18.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
18.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
18.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
18.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
18.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
18.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
18.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
18.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
18.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
18.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
17.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
17.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
17.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
17.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
17.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
17.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
17.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
17.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
17.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
17.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
17.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
17.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
17.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
17.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
17.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
17.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
17.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
17.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
17.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
17.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
16.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
16.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
16.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
16.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
16.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
16.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
16.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
16.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
16.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
16.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
16.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
16.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
16.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
16.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
16.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
16.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
16.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
16.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
16.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
16.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
16.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
16.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
16.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
16.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
16.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
16.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
16.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
16.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
15.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
15.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
15.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
15.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
15.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
15.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
15.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
15.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
15.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
15.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
15.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
15.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
15.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
15.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
15.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
15.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
15.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
15.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
15.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
15.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
15.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
15.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
15.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
15.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
15.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
15.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
15.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
15.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
15.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
15.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
15.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
15.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
15.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
15.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
14.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
14.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
14.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
14.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
14.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
14.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
14.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
14.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
14.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
14.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
14.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
14.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
14.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
14.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
14.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
14.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
14.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
14.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
14.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
14.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
14.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
14.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
14.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
14.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
14.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
14.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
14.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
14.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
14.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
14.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
14.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
14.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
14.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
14.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
13.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
13.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
13.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
13.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
13.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
13.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
13.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
13.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
13.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
13.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
13.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
13.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
13.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
13.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
13.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
13.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
13.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
13.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
13.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
13.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
13.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
13.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
13.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
13.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
13.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
13.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
13.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
12.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
12.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
12.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
12.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
12.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
12.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
12.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
12.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
12.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
12.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
12.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
12.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
12.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
11.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
11.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
11.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
11.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
11.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
11.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
11.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
11.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
11.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
11.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
11.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
11.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
11.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
11.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
11.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
11.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
11.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
10.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
10.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
10.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
10.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
10.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
10.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
10.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
10.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
10.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
10.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
9.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
9.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
9.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
9.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
9.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
9.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
8.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
8.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
8.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
8.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
8.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
8.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
8.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 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.
NRBF2 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
18.1
Number of samples
486
Samples
Sample
Description
TPM
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
65.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
38.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
35.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
31.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
30.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
28.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
28.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
27.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
27.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
27.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
26.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
26.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
26.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
26.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
26.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
25.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
25.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
25.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
25.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
25.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
25.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
25.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
25.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
25.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
25.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
24.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
24.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
24.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
24.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
24.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
24.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
24.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
24.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
24.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
24.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
24.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
24.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
24.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
24.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
24.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
24.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
23.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
23.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
23.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
23.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
23.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
23.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
23.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
23.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
23.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
23.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
23.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
23.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
23.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
22.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
22.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
22.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
22.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
22.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
22.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
22.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
22.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
22.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
22.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
22.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
22.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
22.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
22.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
22.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
22.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
22.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
22.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
22.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
22.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
22.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
22.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
22.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
22.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
21.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
21.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
21.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
21.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
21.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
21.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
21.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
21.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
21.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
21.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
21.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
21.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
21.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
21.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
21.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
21.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
21.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
21.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
21.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
21.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
21.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
21.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
21.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
21.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
20.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
20.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
20.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
20.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
20.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
20.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
20.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
20.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
20.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
20.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
20.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
20.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
20.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
20.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
20.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
20.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
20.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
20.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
20.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
20.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
20.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
20.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
20.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
20.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
20.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
20.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
20.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
20.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
20.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
20.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
20.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
20.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
19.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
19.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
19.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
19.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
19.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
19.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
19.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
19.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
19.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
19.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
19.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
19.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
19.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
19.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
19.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
19.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
19.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
19.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
19.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
19.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
19.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
19.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
19.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
19.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
19.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
19.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
19.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
19.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
19.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
19.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
19.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
19.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
19.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
19.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
19.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
19.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
19.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
19.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
19.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
19.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
19.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
19.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
19.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
19.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
18.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
18.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
18.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
18.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
18.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
18.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
18.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
18.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
18.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
18.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
18.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
18.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
18.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
18.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
18.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
18.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
18.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
18.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
18.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
18.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
18.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
18.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
18.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
18.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
18.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
18.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
18.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
18.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
18.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
18.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
18.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
18.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
18.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
18.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
18.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
18.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
18.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
18.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
18.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
18.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
18.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
18.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
17.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
17.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
17.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
17.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
17.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
17.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
17.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
17.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
17.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
17.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
17.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
17.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
17.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
17.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
17.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
17.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
17.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
17.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
17.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
17.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
17.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
17.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
17.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
17.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
17.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
17.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
17.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
17.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
17.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
17.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
17.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
17.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
17.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
17.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
17.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
17.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
17.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
17.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
17.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
17.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
17.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
17.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
17.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
17.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
17.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
17.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
17.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
17.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
17.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
17.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
17.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
17.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
17.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
17.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
17.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
17.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
17.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
17.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
16.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
16.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
16.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
16.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
16.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
16.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
16.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
16.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
16.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
16.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
16.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
16.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
16.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
16.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
16.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
16.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
16.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
16.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
16.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
16.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
16.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
16.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
16.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
16.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
16.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
16.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
16.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
16.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
16.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
16.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
16.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
16.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
16.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
16.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
16.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
16.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
16.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
16.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
16.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
16.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
16.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
16.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
16.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
16.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
16.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
16.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
16.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
16.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
16.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
16.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
16.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
16.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
16.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
16.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
16.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
16.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
16.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
16.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
15.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
15.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
15.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
15.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
15.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
15.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
15.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
15.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
15.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
15.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
15.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
15.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
15.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
15.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
15.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
15.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
15.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
15.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
15.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
15.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
15.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
15.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
15.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
15.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
15.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
15.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
15.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
15.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
15.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
15.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
15.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
15.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
15.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
15.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
15.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
15.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
15.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
15.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
15.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
15.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
15.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
15.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
15.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
15.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
15.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
14.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
14.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
14.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
14.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
14.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
14.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
14.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
14.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
14.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
14.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
14.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
14.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
14.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
14.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
14.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
14.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
14.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
14.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
14.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
14.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
14.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
14.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
14.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
14.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
14.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
14.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
14.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
14.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
13.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
13.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
13.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
13.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
13.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
13.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
13.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
13.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
13.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
13.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
13.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
13.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
13.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
13.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
13.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
13.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
13.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
13.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
13.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
13.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
13.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
13.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
13.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
13.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
13.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
13.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
12.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
12.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
12.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
12.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
12.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
12.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
12.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
12.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
12.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
12.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
12.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
12.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
12.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
12.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
12.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
12.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
11.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
11.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
11.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
11.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
11.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
11.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
11.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
11.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
11.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
10.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
10.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
10.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
10.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
10.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
10.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
9.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
8.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.8
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.
NRBF2 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
15.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
25.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
25.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
24.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
23.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
22.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
22.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
21.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
20.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
20.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
20.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
20.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
20.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
20.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
19.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
19.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
19.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
18.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
18.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
18.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
18.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
18.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
18.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
18.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
18.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
17.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
17.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
17.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
17.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
17.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
17.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
17.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
16.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
16.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
16.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
16.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
16.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
16.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
16.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
15.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
15.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
15.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
15.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
15.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
15.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
15.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
15.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
15.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
15.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
15.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
15.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
15.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
15.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
14.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
14.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
14.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
14.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
14.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
14.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
13.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
13.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
13.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
13.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
13.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
12.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
12.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
12.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
12.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
12.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
12.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
12.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
12.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
12.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
11.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
11.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
11.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
11.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
11.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
11.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
11.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
11.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
10.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
9.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
9.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
8.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
7.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
5.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.4
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.
NRBF2 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
16.7
Number of samples
207
Samples
Sample
Description
TPM
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
33.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
32.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
32.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
30.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
30.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
25.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
24.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
24.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
23.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
23.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
23.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
22.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
22.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
22.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
22.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
22.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
22.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
21.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
21.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
21.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
21.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
21.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
21.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
21.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
20.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
20.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
20.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
20.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
20.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
20.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
20.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
20.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
20.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
19.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
19.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
19.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
19.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
19.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
19.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
19.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
19.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
19.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
19.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
19.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
18.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
18.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
18.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
18.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
18.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
18.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
18.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
18.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
18.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
18.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
18.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
18.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
18.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
18.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
18.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
18.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
18.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
17.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
17.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
17.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
17.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
17.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
17.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
17.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
17.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
17.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
17.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
17.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
17.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
17.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
17.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
17.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
17.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
17.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
17.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
17.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
17.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
16.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
16.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
16.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
16.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
16.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
16.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
16.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
16.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
16.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
16.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
16.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
16.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
16.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
16.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
16.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
16.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
16.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
16.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
16.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
16.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
16.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
16.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
16.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
16.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
16.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
16.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
16.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
16.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
16.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
16.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
16.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
16.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
15.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
15.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
15.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
15.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
15.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
15.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
15.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
15.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
15.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
15.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
15.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
15.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
15.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
15.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
15.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
15.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
15.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
15.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
15.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
15.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
15.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
15.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
15.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
15.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
15.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
14.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
14.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
14.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
14.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
14.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
14.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
14.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
14.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
14.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
14.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
14.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
14.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
14.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
14.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
14.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
14.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
14.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
14.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
14.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
14.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
14.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
14.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
14.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
13.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
13.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
13.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
13.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
13.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
13.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
13.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
13.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
13.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
13.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
13.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
13.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
13.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
13.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
13.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
12.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
12.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
12.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
12.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
12.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
12.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
12.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
12.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
12.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
11.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
11.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
11.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
11.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
11.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
11.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
11.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
11.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
11.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
10.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
10.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
10.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
7.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
1.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.9
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.8
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.8
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.8
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.8
b2400046-1d25-429d-a821-6040a6
Tumor
0.8
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.6
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.6
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.6
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.6
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.6
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.6
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.5
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.5
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.5
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.5
82157a70-12f1-4913-b548-d98881_D2
Normal
0.5
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.5
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.5
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.4
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.4
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.4
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.4
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.3
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.3
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.3
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.3
43192517-085e-450e-9481-0a6713_D3
Tumor
0.3
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.0
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.0
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.0
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.0
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.1
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.2
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.3
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.3
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.3
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.3
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.4
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.4
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.4
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.5
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.5
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.6
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.8
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-1.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-1.3
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
