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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.
UNK is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
7.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
15.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
14.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
14.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
13.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
13.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
13.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
13.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
12.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
12.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
12.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
12.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
12.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
12.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
11.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
11.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
11.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
11.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
11.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
11.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
11.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
11.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
11.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
10.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
10.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
10.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
10.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
10.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
10.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
10.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
10.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
10.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
10.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
10.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
10.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
10.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
10.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
10.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
10.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
10.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
9.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
9.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
9.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
9.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
9.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
9.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
9.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
9.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
9.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
9.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
9.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
9.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
9.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
9.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
9.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
9.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
9.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
9.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
9.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
9.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
9.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
9.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
9.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
9.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
9.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
8.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
8.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
8.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
8.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
8.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
8.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
8.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
8.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
8.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
8.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
8.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
8.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
8.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
8.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
8.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
8.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
8.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
8.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
8.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
8.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
8.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
8.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
8.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
8.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
8.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
8.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
8.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
8.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
8.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
8.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
8.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
8.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
8.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
8.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
8.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
7.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
7.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
7.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
7.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
7.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
7.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
7.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
7.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
7.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
7.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
7.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
7.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
7.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
7.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
7.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
7.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
7.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
7.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
7.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
7.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
7.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
7.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
7.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
7.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
7.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
7.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
7.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
7.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
7.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
7.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
7.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
7.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
7.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
7.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
7.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
7.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
7.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
7.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
7.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
7.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
7.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
7.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
7.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
7.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
7.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
7.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
6.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
6.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
6.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
6.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
6.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
6.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
6.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
6.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
6.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
6.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
6.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
6.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
6.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
6.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
6.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
6.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
6.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
6.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
6.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
6.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
6.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
6.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
6.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
6.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
6.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
6.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
6.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
6.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
6.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
6.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
6.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
6.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
6.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
6.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
6.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
6.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
6.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
6.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
6.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
5.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
5.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
5.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
5.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
5.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
5.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
5.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
5.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
5.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
5.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
5.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
5.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
5.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
5.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
5.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
5.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
5.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
5.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
5.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
5.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
5.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
5.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
5.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
5.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
5.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
5.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
5.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
5.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
4.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
4.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
4.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
4.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
4.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
4.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
4.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
4.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
4.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
4.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
4.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
3.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
3.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
3.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
3.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
3.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
3.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
2.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 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.
UNK 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
11.4
Number of samples
486
Samples
Sample
Description
TPM
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
20.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
19.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
19.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
18.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
18.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
18.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
18.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
17.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
17.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
17.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
17.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
17.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
17.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
17.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
16.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
16.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
16.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
16.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
16.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
16.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
16.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
16.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
16.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
16.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
16.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
15.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
15.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
15.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
15.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
15.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
15.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
15.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
15.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
15.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
15.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
15.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
15.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
15.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
15.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
15.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
15.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
15.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
15.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
14.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
14.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
14.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
14.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
14.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
14.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
14.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
14.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
14.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
14.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
14.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
14.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
14.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
14.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
14.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
14.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
14.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
14.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
14.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
14.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
14.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
14.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
14.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
14.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
14.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
14.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
14.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
14.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
14.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
14.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
13.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
13.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
13.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
13.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
13.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
13.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
13.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
13.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
13.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
13.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
13.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
13.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
13.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
13.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
13.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
13.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
13.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
13.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
13.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
13.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
13.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
13.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
13.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
13.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
13.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
13.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
13.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
13.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
13.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
13.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
13.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
13.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
13.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
13.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
13.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
13.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
13.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
13.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
13.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
13.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
13.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
13.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
13.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
13.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
13.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
13.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
12.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
12.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
12.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
12.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
12.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
12.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
12.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
12.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
12.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
12.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
12.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
12.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
12.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
12.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
12.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
12.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
12.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
12.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
12.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
12.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
12.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
12.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
12.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
12.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
12.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
12.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
12.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
12.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
12.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
12.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
12.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
12.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
12.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
12.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
12.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
12.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
12.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
12.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
12.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
12.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
12.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
12.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
12.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
12.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
12.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
12.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
12.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
12.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
12.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
12.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
12.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
12.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
12.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
12.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
12.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
12.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
12.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
12.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
12.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
12.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
12.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
12.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
12.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
12.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
12.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
12.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
12.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
12.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
12.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
12.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
12.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
12.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
12.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
12.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
12.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
12.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
12.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
12.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
11.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
11.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
11.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
11.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
11.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
11.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
11.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
11.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
11.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
11.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
11.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
11.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
11.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
11.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
11.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
11.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
11.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
11.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
11.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
11.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
11.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
11.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
11.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
11.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
11.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
11.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
11.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
11.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
11.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
11.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
11.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
11.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
11.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
11.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
11.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
11.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
11.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
11.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
11.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
11.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
11.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
11.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
11.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
11.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
11.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
11.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
11.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
11.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
11.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
11.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
11.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
11.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
11.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
11.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
11.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
11.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
11.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
11.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
11.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
11.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
11.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
11.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
11.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
11.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
11.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
11.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
11.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
11.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
11.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
11.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
11.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
11.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
11.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
11.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
11.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
11.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
11.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
10.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
10.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
10.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
10.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
10.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
10.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
10.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
10.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
10.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
10.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
10.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
10.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
10.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
10.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
10.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
10.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
10.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
10.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
10.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
10.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
10.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
10.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
10.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
10.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
10.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
10.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
10.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
10.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
10.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
10.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
10.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
10.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
10.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
10.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
10.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
10.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
10.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
10.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
10.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
10.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
10.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
10.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
10.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
10.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
10.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
10.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
10.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
10.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
10.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
10.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
10.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
10.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
10.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
10.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
10.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
10.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
10.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
10.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
10.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
10.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
10.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
10.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
10.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
10.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
10.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
10.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
10.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
9.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
9.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
9.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
9.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
9.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
9.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
9.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
9.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
9.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
9.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
9.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
9.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
9.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
9.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
9.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
9.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
9.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
9.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
9.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
9.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
9.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
9.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
9.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
9.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
9.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
9.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
9.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
9.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
9.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
9.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
9.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
9.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
9.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
9.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
9.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
9.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
9.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
9.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
9.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
9.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
9.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
9.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
9.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
9.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
9.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
9.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
9.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
9.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
9.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
9.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
9.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
9.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
9.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
9.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
9.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
9.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
9.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
9.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
9.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
9.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
9.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
8.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
8.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
8.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
8.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
8.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
8.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
8.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
8.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
8.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
8.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
8.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
8.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
8.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
8.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
8.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
8.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
8.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
8.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
8.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
8.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
8.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
8.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
8.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
8.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
8.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
8.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
8.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
8.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
7.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
7.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
7.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
7.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
7.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
7.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
7.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
7.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
7.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
7.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
7.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
7.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
7.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
7.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
7.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
7.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
7.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
7.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
7.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
7.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
7.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
7.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
7.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
6.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
6.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
6.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
6.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
6.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
6.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
6.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
6.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
6.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
5.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
5.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
5.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
5.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
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.
UNK 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
6.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
13.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
12.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
12.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
10.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
9.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
9.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
9.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
9.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
9.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
9.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
9.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
9.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
8.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
8.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
8.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
8.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
8.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
8.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
8.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
8.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
8.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
8.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
8.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
8.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
8.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
8.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
7.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
7.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
7.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
7.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
7.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
7.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
7.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
7.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
7.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
7.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
7.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
7.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
7.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
7.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
7.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
7.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
7.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
6.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
6.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
6.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
6.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
6.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
6.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
6.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
6.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
6.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
6.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
6.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
6.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
6.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
6.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
6.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
6.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
6.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
6.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
6.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
5.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
5.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
5.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
5.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
5.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
5.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
5.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
5.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
5.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
5.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
5.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
5.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
5.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
4.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
4.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
4.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
4.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
4.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
3.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
3.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.9
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.
UNK 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
10.9
Number of samples
207
Samples
Sample
Description
TPM
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
19.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
18.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
17.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
17.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
16.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
16.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
16.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
16.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
16.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
16.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
16.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
15.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
15.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
15.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
15.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
15.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
15.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
14.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
14.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
14.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
14.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
14.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
14.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
14.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
14.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
13.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
13.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
13.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
13.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
13.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
13.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
13.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
13.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
13.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
13.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
13.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
13.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
13.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
13.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
13.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
13.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
13.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
13.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
13.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
13.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
12.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
12.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
12.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
12.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
12.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
12.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
12.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
12.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
12.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
12.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
12.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
12.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
12.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
12.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
12.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
11.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
11.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
11.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
11.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
11.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
11.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
11.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
11.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
11.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
11.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
11.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
11.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
11.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
11.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
11.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
11.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
11.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
11.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
11.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
11.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
11.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
11.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
11.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
11.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
11.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
11.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
11.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
11.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
11.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
11.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
11.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
11.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
10.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
10.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
10.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
10.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
10.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
10.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
10.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
10.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
10.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
10.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
10.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
10.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
10.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
10.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
10.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
10.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
10.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
10.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
10.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
10.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
10.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
10.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
10.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
10.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
10.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
10.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
10.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
10.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
10.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
10.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
10.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
10.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
10.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
10.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
10.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
10.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
9.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
9.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
9.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
9.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
9.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
9.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
9.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
9.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
9.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
9.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
9.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
9.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
9.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
9.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
9.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
9.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
9.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
9.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
9.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
9.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
9.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
9.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
9.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
9.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
9.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
9.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
9.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
9.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
9.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
9.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
9.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
9.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
9.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
9.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
9.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
8.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
8.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
8.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
8.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
8.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
8.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
8.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
8.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
8.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
8.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
8.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
8.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
8.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
8.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
8.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
8.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
8.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
7.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
7.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
7.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
7.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
7.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
7.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
7.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
7.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
7.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
7.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
7.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
6.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
6.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
6.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
5.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
5.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
4.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
3.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
1.4
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.6
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.6
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.6
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.6
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.6
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.6
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.5
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.5
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.5
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.5
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.5
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.4
963fc8db-f412-4427-a198-23f660_D2
Normal
0.4
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.4
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.4
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.4
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.4
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.4
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.4
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.4
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.4
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.4
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.3
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.3
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.3
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.3
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.3
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.3
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.3
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.2
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.2
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
0.2
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.1
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.0
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.0
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.0
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.0
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.0
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.0
8cc7e656-0152-4359-8566-0581c3
Tumor
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.0
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.0
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.0
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.0
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.0
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.1
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.2
b2400046-1d25-429d-a821-6040a6
Tumor
-0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.3
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.3
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.3
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.3
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.3
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.3
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.3
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.3
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.4
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.4
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.4
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.4
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.4
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.4
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.5
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.5
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.5
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.5
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.5
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.5
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.5
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.5
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.6
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.9
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
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
