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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.
CLASRP 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
8.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
20.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
19.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
18.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
17.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
15.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
15.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
14.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
14.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
14.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
14.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
14.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
13.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
13.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
13.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
13.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
13.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
13.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
13.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
13.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
13.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
13.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
13.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
12.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
12.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
12.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
12.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
12.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
12.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
12.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
12.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
12.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
12.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
12.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
12.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
11.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
11.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
11.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
11.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
11.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
11.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
11.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
11.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
11.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
11.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
11.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
11.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
11.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
11.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
11.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
11.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
11.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
11.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
11.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
11.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
10.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
10.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
10.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
10.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
10.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
10.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
10.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
10.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
10.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
10.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
10.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
10.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
10.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
10.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
10.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
10.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
10.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
10.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
10.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
10.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
10.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
10.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
10.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
9.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
9.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
9.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
9.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
9.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
9.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
9.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
9.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
9.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
9.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
9.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
9.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
9.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
9.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
9.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
9.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
9.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
9.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
9.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
9.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
9.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
9.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
9.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
9.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
9.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
9.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
9.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
9.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
9.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
9.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
9.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
9.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
9.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
9.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
8.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
8.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
8.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
8.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
8.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
8.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
8.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
8.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
8.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
8.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
8.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
8.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
8.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
8.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
8.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
8.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
8.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
8.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
8.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
8.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
8.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
8.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
8.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
8.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
8.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
8.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
8.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
8.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
8.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
8.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
8.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
8.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
8.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
8.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
8.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
8.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
8.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
7.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
7.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
7.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
7.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
7.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
7.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
7.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
7.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
7.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
7.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
7.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
7.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
7.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
7.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
7.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
7.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
7.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
7.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
7.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
7.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
7.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
7.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
7.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
7.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
7.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
7.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
7.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
7.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
7.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
7.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
7.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
7.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
7.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
7.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
7.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
7.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
7.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
7.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
7.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
7.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
7.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
7.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
7.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
7.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
7.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
6.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
6.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
6.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
6.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
6.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
6.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
6.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
6.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
6.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
6.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
6.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
6.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
6.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
6.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
6.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
6.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
6.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
6.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
6.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
6.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
6.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
6.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
6.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
5.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
5.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
5.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
5.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
5.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
5.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
5.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
5.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
5.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
5.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
5.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
5.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
5.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
5.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
5.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
5.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
4.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
4.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
4.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
4.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
4.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
4.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
4.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
4.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
3.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
3.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
2.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 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.
CLASRP 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
9.8
Number of samples
486
Samples
Sample
Description
TPM
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
19.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
19.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
18.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
18.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
17.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
17.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
17.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
17.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
17.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
17.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
17.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
17.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
17.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
17.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
16.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
16.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
16.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
16.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
16.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
16.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
16.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
16.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
15.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
15.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
15.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
15.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
15.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
15.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
15.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
15.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
15.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
15.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
15.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
15.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
15.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
15.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
14.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
14.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
14.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
14.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
14.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
14.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
14.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
14.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
14.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
14.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
14.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
14.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
13.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
13.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
13.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
13.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
13.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
13.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
13.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
13.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
13.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
13.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
13.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
13.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
13.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
13.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
13.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
13.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
13.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
13.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
13.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
13.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
13.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
13.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
13.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
13.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
13.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
13.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
13.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
12.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
12.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
12.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
12.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
12.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
12.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
12.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
12.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
12.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
12.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
12.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
12.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
12.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
12.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
12.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
12.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
12.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
12.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
12.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
12.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
12.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
12.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
12.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
12.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
12.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
12.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
12.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
12.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
12.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
12.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
12.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
12.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
11.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
11.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
11.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
11.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
11.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
11.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
11.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
11.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
11.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
11.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
11.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
11.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
11.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
11.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
11.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
11.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
11.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
11.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
11.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
11.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
11.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
11.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
11.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
11.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
11.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
11.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
11.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
11.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
11.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
11.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
11.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
11.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
11.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
11.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
11.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
11.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
11.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
11.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
11.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
11.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
11.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
11.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
11.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
11.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
11.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
11.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
11.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
11.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
11.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
11.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
11.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
11.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
10.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
10.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
10.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
10.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
10.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
10.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
10.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
10.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
10.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
10.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
10.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
10.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
10.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
10.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
10.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
10.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
10.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
10.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
10.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
10.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
10.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
10.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
10.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
10.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
10.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
10.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
10.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
10.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
10.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
10.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
10.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
10.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
10.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
10.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
10.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
10.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
10.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
10.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
10.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
10.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
10.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
10.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
10.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
10.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
10.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
10.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
10.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
10.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
10.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
10.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
10.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
10.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
10.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
10.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
10.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
10.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
10.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
10.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
10.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
9.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
9.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
9.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
9.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
9.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
9.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
9.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
9.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
9.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
9.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
9.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
9.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
9.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
9.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
9.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
9.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
9.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
9.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
9.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
9.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
9.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
9.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
9.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
9.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
9.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
9.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
9.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
9.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
9.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
9.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
9.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
9.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
9.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
9.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
9.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
9.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
9.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
9.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
9.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
9.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
9.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
9.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
9.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
9.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
9.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
9.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
9.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
9.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
9.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
9.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
9.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
9.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
9.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
9.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
9.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
9.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
9.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
9.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
9.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
9.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
9.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
9.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
9.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
9.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
8.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
8.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
8.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
8.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
8.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
8.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
8.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
8.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
8.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
8.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
8.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
8.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
8.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
8.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
8.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
8.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
8.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
8.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
8.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
8.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
8.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
8.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
8.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
8.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
8.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
8.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
8.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
8.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
8.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
8.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
8.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
8.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
8.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
8.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
8.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
8.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
8.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
8.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
8.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
8.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
8.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
8.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
8.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
8.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
8.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
8.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
8.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
8.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
8.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
8.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
8.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
8.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
8.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
8.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
8.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
8.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
8.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
8.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
8.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
8.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
8.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
8.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
8.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
8.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
8.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
8.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
8.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
8.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
8.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
7.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
7.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
7.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
7.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
7.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
7.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
7.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
7.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
7.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
7.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
7.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
7.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
7.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
7.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
7.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
7.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
7.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
7.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
7.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
7.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
7.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
7.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
7.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
7.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
7.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
7.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
7.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
7.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
7.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
7.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
7.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
7.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
7.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
7.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
7.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
7.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
7.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
7.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
7.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
7.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
7.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
7.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
7.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
7.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
7.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
7.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
7.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
6.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
6.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
6.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
6.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
6.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
6.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
6.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
6.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
6.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
6.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
6.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
6.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
6.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
6.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
6.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
6.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
6.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
6.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
6.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
6.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
6.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
6.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
6.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
6.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
6.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
6.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
6.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
6.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
6.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
6.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
6.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
6.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
6.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
6.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
6.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
6.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
6.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
6.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
6.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
5.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
5.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
5.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
5.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
5.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
5.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
5.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
5.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
5.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
5.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
5.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
5.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
5.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
5.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
5.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
5.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
4.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
4.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
4.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
4.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
4.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
4.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
4.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
4.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
4.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
4.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
4.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
4.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
4.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
3.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
3.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
3.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
3.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
3.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
3.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
3.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
2.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
2.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
1.4
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.
CLASRP 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
8.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
14.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
13.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
13.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
12.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
12.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
11.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
10.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
10.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
10.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
10.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
10.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
10.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
10.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
10.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
9.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
9.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
9.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
9.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
9.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
9.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
9.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
9.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
9.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
9.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
9.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
9.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
9.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
9.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
9.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
9.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
9.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
9.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
8.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
8.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
8.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
8.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
8.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
8.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
8.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
8.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
8.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
8.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
7.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
7.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
7.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
7.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
7.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
7.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
7.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
7.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
7.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
7.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
7.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
7.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
7.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
7.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
6.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
6.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
6.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
6.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
6.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
6.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
6.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
6.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
6.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
6.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
6.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
6.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
6.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
6.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
6.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
6.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
5.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
5.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
5.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
5.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
4.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
4.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
4.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
4.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
3.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
3.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 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.
CLASRP 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
9.6
Number of samples
207
Samples
Sample
Description
TPM
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
18.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
16.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
15.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
15.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
15.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
15.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
15.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
14.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
14.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
14.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
14.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
14.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
14.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
14.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
14.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
14.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
13.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
13.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
13.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
13.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
13.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
13.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
13.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
13.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
13.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
13.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
13.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
13.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
13.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
12.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
12.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
12.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
12.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
12.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
12.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
12.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
12.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
12.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
12.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
12.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
12.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
12.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
11.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
11.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
11.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
11.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
11.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
11.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
11.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
11.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
11.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
11.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
11.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
11.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
11.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
11.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
11.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
11.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
11.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
11.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
11.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
11.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
11.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
11.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
11.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
11.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
11.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
10.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
10.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
10.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
10.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
10.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
10.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
10.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
10.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
10.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
10.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
10.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
10.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
10.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
10.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
10.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
10.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
10.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
10.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
10.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
10.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
10.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
10.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
10.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
10.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
10.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
10.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
9.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
9.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
9.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
9.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
9.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
9.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
9.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
9.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
9.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
9.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
9.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
9.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
9.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
9.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
9.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
9.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
9.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
9.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
9.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
9.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
9.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
8.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
8.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
8.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
8.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
8.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
8.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
8.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
8.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
8.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
8.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
8.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
8.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
8.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
8.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
8.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
8.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
8.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
8.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
8.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
8.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
8.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
7.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
7.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
7.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
7.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
7.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
7.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
7.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
7.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
7.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
7.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
7.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
7.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
7.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
7.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
7.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
7.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
7.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
7.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
7.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
7.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
7.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
7.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
7.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
6.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
6.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
6.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
6.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
6.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
6.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
6.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
6.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
6.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
6.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
6.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
5.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
5.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
5.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
5.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
5.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
5.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
5.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
5.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
5.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
5.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
5.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
5.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
5.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
5.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
4.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
4.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
4.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
4.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
4.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
3.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
3.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
3.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
3.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
3.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
3.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
3.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
2.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
2.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
1.3
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.9
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.8
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.6
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.6
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.6
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.6
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.5
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.5
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.5
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.5
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.5
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.5
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.5
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.5
963fc8db-f412-4427-a198-23f660_D2
Normal
0.5
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.5
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.5
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.5
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.4
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.4
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.4
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.4
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.4
43192517-085e-450e-9481-0a6713_D3
Tumor
0.4
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.4
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.4
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.3
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.3
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.3
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.3
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.3
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.0
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.0
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.0
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.0
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.0
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.0
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.0
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.3
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.3
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.3
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.4
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.4
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.4
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.4
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.4
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.4
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.4
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.4
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.4
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.5
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.5
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.5
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.5
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.5
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.6
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.6
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.6
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.6
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.7
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.7
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.7
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.7
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.8
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.8
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.8
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.9
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-1.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-1.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-1.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_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
