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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.
RSBN1 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
5.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
26.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
18.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
16.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
15.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
12.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
11.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
11.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
11.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
10.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
10.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
10.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
10.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
9.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
9.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
9.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
8.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
8.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
8.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
8.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
8.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
8.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
8.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
8.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
8.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
8.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
8.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
8.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
7.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
7.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
7.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
7.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
7.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
7.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
7.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
7.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
7.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
7.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
7.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
7.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
7.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
7.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
7.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
7.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
6.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
6.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
6.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
6.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
6.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
6.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
6.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
6.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
6.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
6.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
6.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
6.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
6.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
6.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
6.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
6.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
6.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
6.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
6.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
6.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
6.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
6.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
6.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
6.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
6.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
6.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
5.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
5.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
5.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
5.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
5.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
5.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
5.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
5.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
5.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
5.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
5.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
5.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
5.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
5.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
5.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
5.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
5.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
5.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
5.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
5.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
5.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
5.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
5.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
5.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
5.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
5.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
5.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
5.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
5.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
5.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
5.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
5.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
5.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
5.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
5.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
5.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
5.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
5.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
5.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
5.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
5.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
5.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
5.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
5.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
5.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
5.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
5.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
5.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
4.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
4.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
4.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
4.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
4.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
4.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
4.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
4.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
4.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
4.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
4.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
4.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
4.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
4.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
4.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
4.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
4.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
4.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
4.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
4.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
4.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
4.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
4.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
4.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
4.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
4.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
4.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
4.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
4.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
4.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
4.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
4.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
4.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
4.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
4.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
4.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
4.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
4.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
4.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
4.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
4.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
4.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
4.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
4.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
4.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
4.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
4.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
4.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
4.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
4.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
4.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
4.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
4.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
4.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
4.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
4.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
3.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
3.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
3.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
3.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
3.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
3.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
3.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
3.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
3.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
3.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
3.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
3.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
3.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
3.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
3.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
3.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
3.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
3.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
3.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
3.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
3.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
3.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
3.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
3.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
3.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
3.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
3.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
3.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
3.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
3.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
3.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
3.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
3.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
3.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
3.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
2.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
2.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
2.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
2.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
2.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
2.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
2.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
2.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
2.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
2.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
2.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
2.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
2.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
2.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
1.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 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.
RSBN1 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
15.7
Number of samples
486
Samples
Sample
Description
TPM
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
26.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
26.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
26.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
25.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
25.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
24.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
24.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
23.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
23.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
23.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
23.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
23.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
23.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
23.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
23.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
22.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
22.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
22.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
22.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
22.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
22.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
22.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
22.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
22.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
22.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
22.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
22.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
22.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
21.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
21.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
21.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
21.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
21.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
21.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
21.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
21.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
21.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
21.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
21.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
21.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
21.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
21.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
21.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
21.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
20.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
20.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
20.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
20.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
20.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
20.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
20.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
20.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
20.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
20.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
20.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
20.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
20.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
20.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
20.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
20.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
20.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
20.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
20.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
19.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
19.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
19.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
19.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
19.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
19.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
19.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
19.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
19.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
19.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
19.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
19.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
19.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
19.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
19.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
19.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
19.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
19.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
19.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
19.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
19.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
19.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
19.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
19.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
19.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
19.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
19.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
19.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
19.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
19.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
19.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
18.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
18.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
18.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
18.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
18.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
18.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
18.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
18.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
18.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
18.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
18.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
18.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
18.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
18.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
18.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
18.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
18.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
18.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
18.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
18.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
18.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
18.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
18.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
18.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
18.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
18.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
18.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
18.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
18.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
18.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
18.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
18.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
18.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
18.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
18.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
18.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
18.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
17.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
17.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
17.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
17.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
17.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
17.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
17.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
17.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
17.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
17.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
17.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
17.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
17.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
17.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
17.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
17.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
17.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
17.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
17.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
17.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
17.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
17.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
17.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
17.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
17.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
17.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
17.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
17.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
17.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
17.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
17.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
17.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
17.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
17.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
17.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
17.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
17.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
17.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
17.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
16.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
16.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
16.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
16.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
16.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
16.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
16.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
16.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
16.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
16.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
16.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
16.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
16.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
16.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
16.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
16.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
16.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
16.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
16.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
16.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
16.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
16.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
16.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
16.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
16.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
16.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
16.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
16.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
16.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
16.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
16.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
16.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
16.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
16.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
16.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
16.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
16.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
16.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
16.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
16.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
16.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
16.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
16.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
16.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
15.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
15.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
15.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
15.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
15.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
15.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
15.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
15.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
15.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
15.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
15.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
15.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
15.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
15.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
15.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
15.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
15.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
15.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
15.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
15.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
15.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
15.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
15.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
15.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
15.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
15.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
15.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
15.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
15.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
15.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
15.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
15.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
15.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
15.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
15.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
15.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
15.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
15.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
15.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
15.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
15.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
15.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
15.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
15.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
15.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
15.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
15.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
15.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
15.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
15.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
15.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
15.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
15.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
15.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
15.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
15.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
15.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
15.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
15.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
15.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
15.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
15.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
14.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
14.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
14.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
14.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
14.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
14.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
14.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
14.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
14.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
14.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
14.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
14.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
14.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
14.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
14.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
14.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
14.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
14.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
14.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
14.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
14.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
14.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
14.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
14.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
14.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
14.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
14.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
14.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
14.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
14.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
14.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
14.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
14.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
14.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
14.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
14.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
14.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
14.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
14.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
14.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
14.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
14.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
14.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
14.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
14.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
14.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
14.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
14.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
14.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
14.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
14.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
14.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
14.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
13.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
13.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
13.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
13.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
13.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
13.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
13.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
13.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
13.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
13.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
13.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
13.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
13.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
13.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
13.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
13.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
13.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
13.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
13.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
13.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
13.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
13.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
13.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
13.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
13.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
13.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
13.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
13.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
13.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
13.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
13.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
13.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
13.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
13.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
13.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
13.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
13.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
12.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
12.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
12.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
12.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
12.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
12.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
12.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
12.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
12.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
12.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
12.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
12.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
12.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
12.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
12.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
12.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
12.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
12.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
12.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
12.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
12.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
12.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
12.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
12.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
12.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
12.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
12.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
12.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
12.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
12.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
12.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
12.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
12.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
12.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
11.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
11.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
11.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
11.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
11.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
11.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
11.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
11.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
11.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
11.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
11.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
11.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
11.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
11.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
11.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
11.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
11.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
11.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
11.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
11.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
11.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
11.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
11.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
11.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
11.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
11.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
11.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
11.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
11.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
11.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
10.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
10.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
10.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
10.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
10.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
10.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
10.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
10.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
10.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
10.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
10.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
10.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
10.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
10.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
10.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
10.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
9.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
9.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
9.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
9.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
9.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
9.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
9.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
9.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
9.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
8.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
8.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
8.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
8.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
7.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
7.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
7.2
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.
RSBN1 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
5.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
13.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
10.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
9.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
9.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
8.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
8.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
8.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
8.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
8.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
7.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
7.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
7.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
6.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
6.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
6.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
6.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
6.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
6.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
6.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
6.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
6.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
6.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
6.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
6.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
6.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
6.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
6.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
6.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
6.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
6.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
5.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
5.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
5.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
5.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
5.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
5.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
5.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
5.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
5.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
5.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
5.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
5.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
5.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
5.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
4.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
4.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
4.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
4.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
4.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
4.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
4.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
4.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
4.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
4.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
4.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
4.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
4.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
4.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
4.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
4.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
4.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
4.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
3.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
3.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
3.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
3.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
3.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
3.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
3.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
2.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
2.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
2.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
2.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
2.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
2.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
2.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
1.8
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.
RSBN1 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
14.4
Number of samples
207
Samples
Sample
Description
TPM
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
25.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
24.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
24.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
23.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
23.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
22.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
22.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
22.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
22.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
21.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
21.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
21.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
21.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
20.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
20.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
20.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
20.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
20.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
19.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
19.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
19.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
19.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
19.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
19.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
19.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
19.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
18.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
18.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
18.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
18.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
18.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
18.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
18.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
18.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
18.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
18.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
18.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
18.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
18.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
17.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
17.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
17.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
17.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
17.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
17.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
17.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
17.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
17.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
17.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
17.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
17.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
17.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
16.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
16.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
16.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
16.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
16.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
16.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
16.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
16.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
16.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
16.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
16.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
16.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
16.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
15.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
15.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
15.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
15.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
15.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
15.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
15.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
15.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
15.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
15.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
15.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
15.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
15.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
15.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
14.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
14.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
14.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
14.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
14.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
14.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
14.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
14.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
14.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
14.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
14.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
14.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
14.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
14.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
14.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
14.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
14.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
14.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
13.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
13.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
13.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
13.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
13.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
13.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
13.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
13.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
13.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
13.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
13.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
13.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
13.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
13.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
13.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
13.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
13.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
13.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
13.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
13.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
13.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
13.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
13.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
13.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
13.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
12.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
12.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
12.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
12.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
12.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
12.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
12.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
12.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
12.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
12.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
12.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
12.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
12.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
12.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
12.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
12.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
12.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
12.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
12.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
12.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
12.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
11.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
11.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
11.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
11.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
11.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
11.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
11.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
11.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
11.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
11.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
11.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
11.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
11.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
11.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
11.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
11.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
11.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
11.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
11.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
11.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
11.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
10.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
10.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
10.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
10.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
10.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
10.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
10.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
10.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
10.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
10.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
10.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
10.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
9.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
9.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
9.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
9.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
8.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
8.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
8.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
8.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
8.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
7.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
6.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
6.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
5.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
3.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.9
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.7
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.6
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.6
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.6
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.6
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.6
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.5
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.5
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.5
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.5
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.5
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.5
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.4
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.4
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.4
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.4
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.4
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.4
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.4
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.4
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.3
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.3
8cc7e656-0152-4359-8566-0581c3
Tumor
0.3
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.3
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.0
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.0
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.0
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.0
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.0
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.3
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.3
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.3
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.3
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.3
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.3
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.3
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.4
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.4
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.4
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.4
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.5
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.5
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.6
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.6
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.7
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.8
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-2.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
-2.7
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
