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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.
BCAS3 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
7.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
30.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
23.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
20.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
18.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
17.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
16.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
15.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
15.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
15.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
15.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
15.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
15.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
14.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
14.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
14.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
14.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
14.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
13.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
13.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
13.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
13.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
12.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
12.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
12.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
12.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
12.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
12.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
12.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
12.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
12.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
12.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
12.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
12.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
12.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
11.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
11.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
11.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
11.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
11.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
11.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
11.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
11.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
11.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
11.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
11.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
11.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
11.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
10.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
10.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
10.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
10.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
10.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
10.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
10.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
10.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
10.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
10.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
10.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
10.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
10.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
10.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
9.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
9.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
9.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
9.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
9.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
9.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
9.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
9.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
9.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
9.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
9.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
9.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
9.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
9.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
9.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
9.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
9.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
9.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
9.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
9.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
9.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
9.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
9.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
9.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
9.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
8.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
8.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
8.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
8.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
8.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
8.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
8.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
8.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
8.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
8.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
8.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
8.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
8.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
8.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
8.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
8.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
8.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
8.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
8.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
8.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
8.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
8.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
8.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
7.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
7.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
7.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
7.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
7.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
7.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
7.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
7.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
7.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
7.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
7.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
7.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
7.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
7.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
7.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
7.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
7.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
7.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
7.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
7.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
7.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
7.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
7.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
7.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
7.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
6.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
6.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
6.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
6.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
6.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
6.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
6.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
6.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
6.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
6.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
6.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
6.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
6.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
6.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
6.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
6.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
6.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
6.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
6.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
6.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
6.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
5.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
5.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
5.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
5.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
5.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
5.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
5.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
5.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
5.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
5.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
5.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
5.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
5.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
5.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
5.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
5.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
5.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
5.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
5.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
5.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
5.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
5.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
5.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
5.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
5.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
5.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
5.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
5.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
5.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
4.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
4.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
4.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
4.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
4.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
4.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
4.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
4.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
4.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
4.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
4.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
4.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
4.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
4.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
4.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
4.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
4.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
4.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
4.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
3.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
3.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
3.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
3.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
3.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
3.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
3.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
3.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
3.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
3.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
3.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
3.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
3.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
2.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
2.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
2.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
2.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
2.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
2.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
2.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
2.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
2.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
2.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
1.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 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.
BCAS3 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
13.9
Number of samples
486
Samples
Sample
Description
TPM
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
30.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
29.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
29.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
26.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
25.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
25.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
25.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
24.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
24.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
23.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
23.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
23.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
23.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
23.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
23.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
23.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
23.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
22.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
22.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
22.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
22.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
22.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
21.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
21.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
21.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
21.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
21.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
21.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
21.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
21.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
21.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
21.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
21.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
20.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
20.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
20.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
20.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
20.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
20.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
20.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
20.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
20.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
20.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
20.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
20.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
20.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
19.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
19.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
19.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
19.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
19.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
19.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
19.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
19.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
19.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
19.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
19.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
19.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
19.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
19.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
19.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
19.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
19.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
19.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
19.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
19.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
19.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
18.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
18.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
18.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
18.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
18.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
18.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
18.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
18.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
18.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
18.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
18.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
18.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
18.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
18.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
18.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
18.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
18.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
18.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
18.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
18.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
18.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
18.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
17.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
17.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
17.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
17.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
17.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
17.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
17.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
17.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
17.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
17.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
17.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
17.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
17.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
17.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
17.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
17.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
17.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
17.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
17.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
17.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
16.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
16.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
16.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
16.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
16.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
16.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
16.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
16.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
16.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
16.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
16.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
16.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
16.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
16.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
16.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
16.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
16.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
16.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
16.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
16.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
16.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
16.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
16.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
15.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
15.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
15.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
15.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
15.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
15.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
15.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
15.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
15.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
15.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
15.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
15.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
15.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
15.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
15.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
15.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
15.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
15.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
15.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
15.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
15.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
15.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
15.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
15.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
15.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
15.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
15.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
15.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
15.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
15.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
15.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
15.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
15.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
15.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
14.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
14.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
14.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
14.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
14.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
14.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
14.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
14.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
14.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
14.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
14.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
14.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
14.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
14.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
14.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
14.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
14.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
14.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
14.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
14.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
14.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
14.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
14.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
14.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
14.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
14.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
14.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
14.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
14.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
14.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
14.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
14.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
14.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
14.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
14.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
14.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
14.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
14.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
14.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
14.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
13.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
13.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
13.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
13.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
13.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
13.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
13.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
13.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
13.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
13.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
13.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
13.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
13.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
13.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
13.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
13.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
13.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
13.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
13.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
13.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
13.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
13.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
13.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
13.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
13.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
13.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
13.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
13.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
13.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
13.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
13.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
13.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
13.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
13.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
13.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
13.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
13.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
13.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
13.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
13.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
13.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
13.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
13.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
13.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
13.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
12.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
12.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
12.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
12.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
12.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
12.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
12.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
12.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
12.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
12.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
12.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
12.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
12.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
12.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
12.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
12.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
12.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
12.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
12.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
12.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
12.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
12.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
12.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
12.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
12.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
12.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
12.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
12.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
12.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
12.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
12.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
12.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
12.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
12.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
12.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
12.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
12.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
12.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
12.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
12.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
12.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
12.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
12.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
12.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
12.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
12.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
12.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
12.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
12.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
12.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
12.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
12.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
12.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
11.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
11.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
11.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
11.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
11.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
11.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
11.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
11.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
11.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
11.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
11.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
11.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
11.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
11.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
11.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
11.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
11.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
11.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
11.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
11.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
11.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
11.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
11.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
11.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
11.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
11.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
11.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
11.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
11.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
11.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
11.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
11.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
11.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
11.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
11.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
11.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
11.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
11.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
11.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
11.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
11.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
11.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
11.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
11.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
11.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
11.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
11.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
11.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
11.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
11.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
11.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
11.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
11.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
11.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
11.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
11.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
11.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
10.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
10.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
10.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
10.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
10.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
10.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
10.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
10.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
10.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
10.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
10.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
10.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
10.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
10.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
10.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
10.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
10.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
10.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
10.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
10.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
10.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
10.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
10.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
10.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
10.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
10.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
10.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
10.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
10.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
10.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
10.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
10.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
10.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
10.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
10.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
10.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
10.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
9.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
9.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
9.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
9.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
9.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
9.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
9.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
9.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
9.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
9.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
9.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
9.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
9.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
9.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
9.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
9.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
9.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
9.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
9.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
9.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
9.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
9.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
9.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
9.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
9.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
9.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
9.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
9.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
9.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
9.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
9.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
9.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
8.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
8.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
8.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
8.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
8.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
8.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
8.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
8.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
8.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
8.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
8.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
8.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
8.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
8.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
8.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
7.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
7.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
7.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
7.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
7.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
7.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
7.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
7.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
7.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
7.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
6.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
6.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
6.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
6.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
6.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
6.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
6.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
6.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
6.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
5.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
5.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
4.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
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.
BCAS3 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
7.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
17.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
16.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
15.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
14.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
13.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
12.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
12.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
12.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
12.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
12.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
11.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
11.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
11.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
11.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
11.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
11.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
10.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
10.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
10.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
10.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
10.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
9.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
9.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
9.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
9.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
9.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
9.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
9.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
9.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
8.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
8.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
8.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
8.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
8.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
8.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
8.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
8.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
8.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
8.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
8.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
7.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
7.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
7.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
7.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
7.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
6.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
6.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
6.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
6.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
6.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
6.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
6.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
6.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
6.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
6.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
6.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
5.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
5.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
5.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
5.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
5.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
5.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
5.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
5.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
5.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
4.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
4.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
4.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
4.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
4.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
4.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
4.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
4.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
3.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
3.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
3.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
2.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
2.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.2
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.
BCAS3 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
13.7
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
115.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
30.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
29.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
28.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
28.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
26.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
23.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
23.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
23.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
22.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
22.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
21.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
21.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
20.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
20.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
20.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
19.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
19.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
19.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
19.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
18.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
18.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
18.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
18.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
18.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
18.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
18.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
18.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
18.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
17.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
17.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
17.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
17.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
17.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
17.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
17.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
17.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
17.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
17.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
17.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
17.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
16.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
16.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
16.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
16.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
16.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
16.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
16.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
16.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
16.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
16.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
16.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
15.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
15.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
15.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
15.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
15.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
15.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
15.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
15.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
15.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
15.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
15.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
14.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
14.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
14.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
14.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
14.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
14.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
14.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
14.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
14.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
14.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
14.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
14.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
14.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
14.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
14.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
14.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
13.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
13.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
13.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
13.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
13.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
13.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
13.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
13.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
13.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
13.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
13.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
13.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
13.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
13.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
13.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
13.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
13.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
13.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
13.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
13.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
13.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
12.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
12.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
12.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
12.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
12.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
12.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
12.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
12.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
12.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
12.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
12.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
12.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
12.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
12.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
12.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
12.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
12.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
11.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
11.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
11.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
11.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
11.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
11.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
11.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
11.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
11.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
11.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
11.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
11.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
11.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
11.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
11.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
11.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
11.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
10.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
10.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
10.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
10.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
10.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
10.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
10.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
10.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
10.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
10.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
10.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
10.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
9.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
9.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
9.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
9.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
9.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
9.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
9.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
9.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
9.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
9.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
9.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
9.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
9.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
9.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
9.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
9.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
9.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
9.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
9.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
8.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
8.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
8.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
8.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
8.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
8.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
8.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
8.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
7.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
7.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
7.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
7.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
7.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
7.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
7.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
7.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
7.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
7.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
7.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
7.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
7.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
6.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
6.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
6.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
6.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
5.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
5.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
5.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
5.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
3.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
2666323d-522f-4f0a-823c-ff8866_D2
Normal
1.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.9
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.8
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.7
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.7
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.6
1c070992-647b-4173-a481-904c4d_D2
Normal
0.6
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.6
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.6
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.5
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.5
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.5
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.5
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.5
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.5
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.5
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.5
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.5
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.5
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.4
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.4
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.4
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.4
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.4
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.4
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.4
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.4
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.4
82157a70-12f1-4913-b548-d98881_D2
Normal
0.4
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.4
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.4
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.3
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.3
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.3
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.2
b2400046-1d25-429d-a821-6040a6
Tumor
0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.0
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.0
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.0
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.0
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.0
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.0
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.0
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.0
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.2
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.3
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.3
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.4
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.4
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.6
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.7
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-1.2
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
