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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.
RSBN1L 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
7.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
30.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
29.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
21.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
20.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
19.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
18.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
14.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
14.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
13.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
12.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
12.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
12.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
11.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
11.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
11.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
11.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
11.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
11.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
11.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
11.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
11.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
10.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
10.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
10.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
10.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
10.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
10.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
10.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
10.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
10.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
10.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
10.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
10.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
10.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
10.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
9.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
9.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
9.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
9.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
9.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
9.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
9.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
9.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
9.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
9.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
9.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
9.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
9.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
9.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
9.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
9.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
9.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
9.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
9.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
9.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
9.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
9.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
9.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
9.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
9.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
9.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
9.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
8.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
8.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
8.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
8.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
8.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
8.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
8.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
8.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
8.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
8.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
8.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
8.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
8.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
8.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
8.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
8.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
8.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
8.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
8.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
8.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
8.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
8.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
7.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
7.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
7.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
7.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
7.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
7.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
7.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
7.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
7.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
7.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
7.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
7.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
7.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
7.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
7.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
7.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
7.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
7.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
7.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
7.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
7.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
7.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
7.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
7.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
7.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
7.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
7.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
7.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
7.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
7.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
7.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
7.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
7.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
7.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
7.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
7.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
7.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
7.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
6.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
6.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
6.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
6.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
6.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
6.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
6.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
6.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
6.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
6.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
6.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
6.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
6.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
6.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
6.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
6.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
6.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
6.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
6.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
6.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
6.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
6.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
6.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
6.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
6.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
6.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
6.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
6.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
6.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
6.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
6.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
6.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
6.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
6.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
6.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
6.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
6.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
6.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
6.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
6.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
6.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
6.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
6.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
6.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
6.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
6.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
6.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
6.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
6.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
5.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
5.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
5.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
5.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
5.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
5.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
5.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
5.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
5.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
5.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
5.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
5.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
5.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
5.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
5.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
5.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
5.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
5.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
5.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
5.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
5.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
5.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
5.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
5.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
5.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
5.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
5.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
5.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
5.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
5.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
5.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
5.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
5.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
4.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
4.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
4.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
4.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
4.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
4.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
4.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
4.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
4.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
4.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
4.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
4.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
4.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
4.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
4.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
4.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
4.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
3.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
3.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
3.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 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.
RSBN1L 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
27.5
Number of samples
486
Samples
Sample
Description
TPM
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
51.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
51.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
48.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
47.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
47.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
45.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
44.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
43.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
43.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
42.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
40.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
40.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
40.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
39.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
39.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
39.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
39.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
39.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
39.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
39.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
39.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
39.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
38.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
38.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
38.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
38.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
38.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
37.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
37.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
37.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
36.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
36.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
36.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
36.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
36.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
36.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
36.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
35.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
35.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
35.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
35.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
35.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
35.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
35.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
35.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
35.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
34.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
34.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
34.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
34.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
34.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
34.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
34.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
34.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
34.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
34.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
34.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
34.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
34.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
34.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
34.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
33.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
33.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
33.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
33.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
33.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
33.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
33.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
33.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
33.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
33.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
33.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
33.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
33.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
33.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
33.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
33.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
33.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
33.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
33.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
33.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
33.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
32.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
32.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
32.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
32.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
32.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
32.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
32.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
32.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
32.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
32.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
32.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
32.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
32.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
32.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
32.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
32.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
32.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
32.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
31.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
31.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
31.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
31.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
31.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
31.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
31.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
31.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
31.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
31.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
31.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
31.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
31.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
31.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
31.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
31.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
31.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
30.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
30.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
30.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
30.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
30.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
30.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
30.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
30.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
30.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
30.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
30.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
30.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
30.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
30.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
30.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
30.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
30.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
30.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
30.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
30.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
30.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
30.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
30.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
30.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
30.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
30.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
30.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
30.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
30.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
30.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
29.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
29.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
29.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
29.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
29.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
29.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
29.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
29.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
29.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
29.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
29.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
29.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
29.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
29.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
29.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
29.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
29.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
29.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
29.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
29.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
29.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
29.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
29.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
29.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
29.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
29.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
29.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
29.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
29.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
28.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
28.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
28.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
28.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
28.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
28.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
28.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
28.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
28.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
28.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
28.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
28.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
28.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
28.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
28.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
28.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
28.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
28.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
28.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
28.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
28.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
28.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
28.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
28.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
28.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
28.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
28.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
28.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
28.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
28.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
28.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
27.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
27.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
27.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
27.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
27.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
27.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
27.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
27.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
27.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
27.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
27.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
27.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
27.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
27.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
27.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
27.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
27.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
27.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
27.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
27.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
27.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
27.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
27.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
27.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
27.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
27.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
27.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
27.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
27.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
27.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
27.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
27.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
27.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
27.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
27.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
27.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
27.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
27.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
27.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
27.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
27.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
27.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
27.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
26.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
26.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
26.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
26.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
26.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
26.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
26.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
26.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
26.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
26.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
26.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
26.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
26.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
26.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
26.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
26.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
26.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
26.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
26.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
26.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
26.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
26.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
26.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
26.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
26.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
26.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
26.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
26.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
26.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
26.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
26.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
26.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
26.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
26.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
26.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
26.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
25.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
25.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
25.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
25.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
25.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
25.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
25.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
25.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
25.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
25.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
25.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
25.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
25.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
25.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
25.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
25.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
25.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
25.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
25.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
25.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
25.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
25.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
25.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
25.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
25.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
25.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
25.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
25.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
25.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
25.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
25.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
25.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
24.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
24.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
24.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
24.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
24.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
24.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
24.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
24.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
24.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
24.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
24.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
24.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
24.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
24.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
24.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
24.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
24.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
24.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
24.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
24.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
24.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
24.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
24.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
24.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
24.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
24.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
24.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
24.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
24.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
24.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
24.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
24.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
24.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
24.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
24.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
24.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
24.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
24.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
24.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
23.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
23.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
23.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
23.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
23.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
23.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
23.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
23.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
23.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
23.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
23.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
23.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
23.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
23.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
23.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
23.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
23.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
23.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
23.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
23.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
23.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
23.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
23.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
23.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
23.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
23.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
22.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
22.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
22.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
22.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
22.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
22.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
22.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
22.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
22.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
22.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
22.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
22.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
22.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
22.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
22.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
22.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
22.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
22.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
22.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
22.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
22.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
22.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
22.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
22.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
22.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
22.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
22.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
22.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
21.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
21.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
21.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
21.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
21.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
21.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
21.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
21.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
21.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
21.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
21.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
21.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
21.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
21.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
21.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
21.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
21.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
21.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
21.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
21.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
21.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
21.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
20.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
20.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
20.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
20.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
20.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
20.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
20.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
20.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
20.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
20.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
19.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
19.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
19.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
19.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
19.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
19.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
19.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
19.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
19.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
19.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
19.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
19.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
19.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
19.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
18.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
18.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
18.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
18.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
18.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
18.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
18.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
18.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
18.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
17.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
17.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
17.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
17.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
17.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
16.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
16.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
16.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
15.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
15.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
15.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
14.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
14.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
13.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.0
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.
RSBN1L 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
7.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
15.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
13.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
12.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
12.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
11.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
11.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
11.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
11.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
10.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
10.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
10.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
9.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
9.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
9.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
9.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
9.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
9.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
9.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
9.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
9.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
9.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
9.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
9.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
9.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
8.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
8.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
8.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
8.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
8.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
8.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
8.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
8.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
8.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
8.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
8.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
8.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
7.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
7.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
7.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
7.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
7.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
7.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
7.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
7.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
7.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
7.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
7.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
7.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
7.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
7.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
7.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
6.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
6.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
6.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
6.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
6.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
6.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
6.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
6.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
6.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
6.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
6.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
6.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
6.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
6.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
6.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
6.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
6.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
5.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
5.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
5.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
5.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
5.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
5.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
5.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
4.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 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.
RSBN1L 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
25.3
Number of samples
207
Samples
Sample
Description
TPM
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
47.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
41.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
39.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
39.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
37.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
36.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
36.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
36.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
36.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
36.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
35.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
35.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
35.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
35.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
34.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
34.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
34.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
33.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
33.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
33.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
33.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
32.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
32.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
32.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
32.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
32.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
32.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
32.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
32.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
32.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
32.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
31.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
31.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
31.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
31.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
31.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
30.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
30.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
30.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
30.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
30.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
30.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
30.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
30.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
29.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
29.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
29.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
29.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
29.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
29.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
29.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
29.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
29.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
29.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
28.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
28.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
28.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
28.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
28.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
28.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
28.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
28.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
28.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
28.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
28.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
28.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
27.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
27.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
27.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
27.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
27.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
27.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
27.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
27.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
27.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
27.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
27.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
27.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
26.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
26.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
26.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
26.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
26.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
26.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
26.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
26.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
26.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
26.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
26.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
26.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
26.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
26.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
25.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
25.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
25.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
25.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
25.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
25.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
25.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
25.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
24.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
24.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
24.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
24.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
24.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
24.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
24.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
24.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
24.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
24.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
24.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
24.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
24.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
24.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
24.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
24.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
24.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
24.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
24.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
23.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
23.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
23.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
23.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
23.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
23.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
23.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
23.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
23.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
23.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
23.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
23.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
23.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
22.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
22.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
22.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
22.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
22.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
21.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
21.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
21.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
21.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
21.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
21.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
21.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
21.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
21.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
21.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
21.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
21.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
21.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
21.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
21.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
21.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
21.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
21.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
21.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
21.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
20.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
20.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
20.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
20.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
20.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
20.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
20.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
20.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
20.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
20.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
20.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
20.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
20.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
20.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
20.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
19.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
19.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
19.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
19.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
19.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
19.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
18.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
18.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
18.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
18.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
18.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
18.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
18.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
17.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
17.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
17.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
17.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
17.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
17.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
17.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
16.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
16.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
16.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
16.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
16.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
15.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
15.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
15.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
15.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
14.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
13.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
11.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.7
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
1.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.6
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.6
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.6
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.6
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.5
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.5
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.5
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.5
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.5
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.4
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.4
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.4
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.4
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.4
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.4
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.3
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.3
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.3
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.3
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.3
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.3
43192517-085e-450e-9481-0a6713_D3
Tumor
0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.0
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.0
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.0
1c070992-647b-4173-a481-904c4d_D2
Normal
0.0
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.0
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.3
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.3
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.3
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.3
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.3
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.4
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.4
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.4
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.4
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.4
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.4
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.4
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.4
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.4
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.4
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.5
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.5
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.5
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.5
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.5
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.5
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.5
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.5
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.7
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.8
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.8
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.8
b2400046-1d25-429d-a821-6040a6
Tumor
-0.8
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.9
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.9
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.9
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-1.3
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-1.4
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
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
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_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
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
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
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
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
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_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
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
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.