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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.
BICRAL is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
5.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
12.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
11.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
10.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
10.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
9.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
9.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
9.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
9.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
9.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
9.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
9.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
8.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
8.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
8.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
8.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
8.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
7.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
7.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
7.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
7.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
7.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
7.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
7.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
7.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
7.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
7.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
7.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
7.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
7.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
7.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
7.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
7.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
7.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
7.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
7.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
7.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
7.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
7.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
6.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
6.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
6.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
6.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
6.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
6.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
6.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
6.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
6.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
6.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
6.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
6.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
6.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
6.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
6.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
6.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
6.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
6.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
6.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
6.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
6.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
6.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
6.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
6.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
6.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
6.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
6.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
6.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
6.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
6.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
6.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
5.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
5.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
5.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
5.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
5.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
5.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
5.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
5.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
5.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
5.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
5.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
5.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
5.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
5.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
5.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
5.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
5.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
5.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
5.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
5.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
5.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
5.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
5.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
5.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
5.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
5.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
5.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
5.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
5.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
5.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
5.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
5.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
5.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
5.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
5.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
5.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
5.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
5.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
5.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
5.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
5.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
5.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
5.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
5.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
5.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
5.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
5.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
4.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
4.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
4.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
4.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
4.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
4.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
4.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
4.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
4.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
4.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
4.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
4.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
4.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
4.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
4.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
4.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
4.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
4.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
4.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
4.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
4.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
4.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
4.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
4.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
4.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
4.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
4.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
4.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
4.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
4.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
4.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
4.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
4.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
4.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
4.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
4.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
4.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
4.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
4.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
4.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
4.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
4.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
4.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
4.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
4.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
4.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
4.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
4.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
4.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
4.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
4.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
4.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
4.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
4.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
4.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
4.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
4.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
4.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
3.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
3.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
3.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
3.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
3.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
3.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
3.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
3.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
3.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
3.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
3.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
3.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
3.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
3.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
3.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
3.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
3.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
3.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
3.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
3.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
3.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
3.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
3.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
3.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
3.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
3.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
3.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
3.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
2.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
2.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
2.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
2.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
2.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
2.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
2.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
2.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
2.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
2.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
2.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
2.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
2.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
2.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
2.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
2.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
1.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
1.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
1.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
1.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
1.4
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.
BICRAL 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
17.7
Number of samples
486
Samples
Sample
Description
TPM
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
104.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
73.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
60.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
48.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
47.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
41.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
39.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
33.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
31.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
30.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
30.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
30.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
29.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
29.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
29.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
28.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
27.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
27.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
27.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
27.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
26.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
25.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
25.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
25.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
25.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
25.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
24.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
24.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
24.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
24.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
24.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
24.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
24.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
24.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
24.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
24.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
23.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
23.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
23.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
23.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
23.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
23.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
23.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
23.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
23.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
23.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
22.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
22.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
22.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
22.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
22.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
22.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
22.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
22.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
22.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
22.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
22.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
22.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
22.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
22.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
22.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
22.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
21.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
21.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
21.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
21.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
21.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
21.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
21.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
21.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
21.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
21.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
21.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
21.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
21.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
21.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
21.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
21.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
21.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
21.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
21.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
21.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
21.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
21.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
21.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
21.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
20.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
20.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
20.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
20.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
20.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
20.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
20.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
20.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
20.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
20.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
20.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
20.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
20.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
20.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
20.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
20.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
20.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
20.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
20.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
20.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
20.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
19.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
19.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
19.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
19.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
19.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
19.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
19.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
19.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
19.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
19.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
19.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
19.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
19.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
19.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
19.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
19.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
19.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
19.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
19.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
19.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
19.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
19.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
19.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
19.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
19.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
19.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
19.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
19.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
18.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
18.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
18.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
18.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
18.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
18.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
18.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
18.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
18.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
18.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
18.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
18.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
18.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
18.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
18.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
18.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
18.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
18.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
18.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
18.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
18.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
18.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
18.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
18.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
18.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
18.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
18.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
18.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
18.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
18.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
18.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
18.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
18.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
18.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
18.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
18.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
18.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
18.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
18.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
18.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
18.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
18.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
18.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
18.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
18.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
18.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
18.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
18.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
18.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
17.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
17.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
17.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
17.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
17.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
17.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
17.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
17.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
17.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
17.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
17.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
17.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
17.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
17.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
17.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
17.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
17.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
17.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
17.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
17.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
17.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
17.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
17.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
17.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
17.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
17.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
17.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
17.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
17.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
17.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
17.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
17.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
17.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
17.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
17.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
17.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
17.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
17.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
17.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
17.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
16.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
16.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
16.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
16.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
16.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
16.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
16.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
16.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
16.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
16.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
16.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
16.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
16.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
16.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
16.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
16.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
16.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
16.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
16.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
16.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
16.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
16.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
16.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
16.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
16.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
16.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
16.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
16.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
16.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
16.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
16.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
16.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
16.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
16.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
16.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
16.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
16.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
16.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
16.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
16.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
16.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
16.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
16.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
16.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
16.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
16.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
16.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
16.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
16.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
16.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
16.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
16.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
16.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
16.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
16.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
16.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
16.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
16.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
16.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
16.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
16.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
16.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
15.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
15.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
15.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
15.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
15.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
15.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
15.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
15.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
15.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
15.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
15.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
15.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
15.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
15.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
15.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
15.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
15.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
15.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
15.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
15.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
15.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
15.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
15.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
15.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
15.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
15.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
15.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
15.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
15.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
15.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
15.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
15.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
15.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
15.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
15.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
15.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
15.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
15.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
15.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
15.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
15.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
15.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
15.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
15.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
14.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
14.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
14.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
14.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
14.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
14.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
14.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
14.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
14.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
14.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
14.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
14.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
14.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
14.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
14.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
14.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
14.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
14.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
14.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
14.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
14.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
14.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
14.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
14.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
14.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
14.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
14.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
14.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
14.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
14.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
14.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
14.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
14.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
14.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
14.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
14.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
14.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
14.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
14.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
14.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
14.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
14.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
14.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
14.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
14.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
14.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
14.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
13.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
13.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
13.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
13.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
13.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
13.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
13.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
13.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
13.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
13.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
13.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
13.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
13.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
13.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
13.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
13.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
13.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
13.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
13.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
13.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
13.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
13.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
13.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
13.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
13.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
13.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
13.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
13.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
12.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
12.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
12.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
12.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
12.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
12.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
12.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
12.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
12.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
12.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
12.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
12.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
12.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
12.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
12.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
12.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
12.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
12.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
12.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
12.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
12.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
12.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
12.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
12.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
12.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
12.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
12.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
12.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
12.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
11.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
11.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
11.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
11.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
11.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
11.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
11.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
11.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
11.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
11.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
11.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
11.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
11.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
11.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
11.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
11.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
11.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
11.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
10.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
10.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
10.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
10.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
10.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
9.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
9.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
8.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
8.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
8.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.6
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.
BICRAL is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
5.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
19.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
10.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
9.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
9.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
9.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
8.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
8.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
8.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
8.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
8.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
8.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
8.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
7.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
7.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
7.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
7.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
7.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
7.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
7.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
7.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
7.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
6.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
6.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
6.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
6.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
6.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
6.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
6.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
6.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
6.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
6.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
6.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
6.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
6.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
6.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
6.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
5.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
5.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
5.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
5.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
5.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
5.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
5.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
5.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
5.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
5.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
5.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
5.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
5.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
5.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
5.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
5.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
5.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
5.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
5.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
5.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
5.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
5.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
4.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
4.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
4.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
4.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
4.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
4.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
4.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
4.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
4.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
4.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
3.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
3.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
3.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
3.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
3.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
3.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
3.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
3.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
3.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
2.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.3
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.
BICRAL is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
16.8
Number of samples
207
Samples
Sample
Description
TPM
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
31.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
26.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
25.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
25.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
25.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
25.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
24.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
24.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
24.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
24.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
24.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
24.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
23.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
23.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
23.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
22.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
22.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
22.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
22.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
22.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
22.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
22.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
22.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
21.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
21.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
21.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
21.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
21.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
21.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
21.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
21.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
20.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
20.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
20.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
20.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
20.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
20.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
20.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
20.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
20.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
20.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
19.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
19.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
19.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
19.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
19.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
19.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
19.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
19.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
19.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
19.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
19.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
19.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
19.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
19.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
19.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
19.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
19.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
19.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
19.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
18.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
18.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
18.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
18.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
18.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
18.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
18.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
18.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
18.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
18.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
18.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
18.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
18.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
18.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
17.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
17.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
17.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
17.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
17.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
17.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
17.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
17.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
17.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
17.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
17.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
17.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
17.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
17.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
17.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
17.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
17.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
16.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
16.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
16.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
16.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
16.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
16.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
16.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
16.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
16.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
16.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
16.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
16.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
16.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
16.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
16.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
16.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
16.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
16.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
15.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
15.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
15.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
15.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
15.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
15.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
15.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
15.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
15.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
15.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
15.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
15.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
15.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
15.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
15.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
15.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
15.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
15.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
15.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
15.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
15.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
15.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
15.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
15.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
14.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
14.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
14.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
14.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
14.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
14.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
14.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
14.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
14.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
14.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
14.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
14.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
14.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
14.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
14.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
14.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
14.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
14.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
14.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
14.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
13.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
13.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
13.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
13.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
13.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
13.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
13.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
13.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
13.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
13.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
13.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
13.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
13.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
13.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
13.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
13.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
13.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
13.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
13.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
12.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
12.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
12.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
12.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
12.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
12.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
12.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
12.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
12.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
12.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
12.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
11.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
11.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
11.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
11.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
11.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
11.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
11.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
11.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
11.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
11.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
11.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
11.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
10.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
10.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
10.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
