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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.
CLPB is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
7.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
38.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
28.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
21.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
20.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
20.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
19.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
19.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
18.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
17.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
16.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
16.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
16.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
15.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
15.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
15.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
15.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
15.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
15.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
15.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
14.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
13.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
13.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
13.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
13.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
12.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
12.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
12.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
12.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
12.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
11.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
11.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
11.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
11.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
11.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
11.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
11.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
11.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
11.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
11.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
11.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
11.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
10.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
10.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
10.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
10.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
10.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
10.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
10.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
10.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
10.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
10.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
10.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
10.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
10.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
10.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
9.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
9.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
9.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
9.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
9.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
9.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
9.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
9.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
9.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
9.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
9.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
9.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
9.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
9.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
9.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
9.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
9.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
9.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
9.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
8.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
8.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
8.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
8.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
8.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
8.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
8.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
8.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
8.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
8.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
8.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
8.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
8.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
8.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
8.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
8.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
8.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
8.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
8.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
8.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
8.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
8.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
8.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
8.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
8.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
7.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
7.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
7.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
7.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
7.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
7.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
7.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
7.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
7.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
7.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
7.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
7.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
7.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
7.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
7.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
7.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
7.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
7.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
7.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
7.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
7.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
7.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
7.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
7.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
7.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
7.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
7.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
7.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
7.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
7.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
6.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
6.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
6.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
6.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
6.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
6.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
6.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
6.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
6.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
6.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
6.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
6.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
6.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
6.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
6.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
6.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
6.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
6.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
6.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
6.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
6.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
6.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
6.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
6.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
6.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
6.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
6.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
6.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
6.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
6.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
6.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
6.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
5.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
5.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
5.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
5.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
5.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
5.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
5.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
5.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
5.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
5.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
5.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
5.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
5.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
5.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
5.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
5.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
5.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
5.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
5.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
5.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
5.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
5.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
5.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
5.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
5.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
4.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
4.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
4.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
4.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
4.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
4.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
4.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
4.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
4.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
4.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
4.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
4.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
4.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
4.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
4.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
4.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
4.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
4.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
4.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
4.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
4.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
4.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
3.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
3.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
3.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
3.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
3.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
3.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
3.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
3.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
3.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
3.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
3.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
3.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
3.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
3.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
3.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
3.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
3.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
2.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
2.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
2.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
2.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
2.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
2.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
2.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
2.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
2.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
2.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
2.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 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.
CLPB is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
15.3
Number of samples
486
Samples
Sample
Description
TPM
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
39.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
29.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
29.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
29.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
29.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
29.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
29.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
29.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
28.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
28.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
28.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
28.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
28.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
28.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
27.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
27.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
27.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
26.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
26.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
26.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
25.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
25.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
25.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
25.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
25.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
24.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
24.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
24.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
24.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
24.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
24.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
24.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
24.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
23.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
23.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
23.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
23.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
23.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
23.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
23.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
23.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
23.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
23.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
23.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
23.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
23.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
22.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
22.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
22.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
22.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
22.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
22.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
22.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
22.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
22.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
22.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
22.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
22.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
22.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
22.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
22.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
22.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
21.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
21.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
21.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
21.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
21.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
21.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
21.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
21.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
21.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
21.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
21.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
21.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
21.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
21.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
21.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
20.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
20.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
20.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
20.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
20.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
20.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
20.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
20.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
20.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
20.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
20.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
20.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
20.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
20.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
20.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
20.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
20.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
20.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
20.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
19.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
19.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
19.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
19.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
19.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
19.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
19.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
19.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
19.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
19.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
19.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
19.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
19.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
19.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
19.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
19.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
19.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
18.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
18.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
18.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
18.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
18.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
18.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
18.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
18.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
18.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
18.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
18.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
18.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
18.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
18.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
18.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
18.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
18.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
18.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
18.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
18.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
18.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
18.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
18.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
18.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
18.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
18.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
18.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
18.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
18.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
18.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
18.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
17.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
17.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
17.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
17.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
17.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
17.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
17.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
17.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
17.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
17.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
17.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
17.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
17.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
17.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
17.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
17.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
17.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
17.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
17.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
17.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
17.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
17.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
17.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
17.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
17.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
16.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
16.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
16.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
16.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
16.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
16.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
16.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
16.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
16.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
16.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
16.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
16.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
16.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
16.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
16.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
16.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
16.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
16.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
16.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
16.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
16.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
16.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
16.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
16.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
16.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
16.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
16.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
15.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
15.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
15.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
15.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
15.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
15.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
15.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
15.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
15.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
15.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
15.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
15.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
15.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
15.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
15.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
15.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
15.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
15.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
15.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
15.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
15.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
15.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
15.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
14.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
14.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
14.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
14.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
14.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
14.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
14.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
14.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
14.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
14.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
14.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
14.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
14.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
14.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
14.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
14.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
14.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
14.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
14.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
14.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
14.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
14.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
14.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
14.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
14.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
14.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
14.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
14.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
14.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
14.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
14.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
14.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
14.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
14.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
14.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
14.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
14.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
14.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
14.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
14.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
14.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
14.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
13.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
13.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
13.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
13.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
13.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
13.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
13.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
13.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
13.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
13.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
13.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
13.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
13.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
13.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
13.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
13.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
13.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
13.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
13.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
13.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
13.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
13.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
13.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
13.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
13.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
13.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
13.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
13.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
13.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
13.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
13.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
13.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
13.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
13.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
13.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
13.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
13.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
13.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
13.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
12.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
12.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
12.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
12.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
12.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
12.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
12.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
12.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
12.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
12.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
12.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
12.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
12.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
12.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
12.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
12.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
12.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
12.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
12.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
12.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
12.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
12.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
12.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
12.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
12.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
12.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
12.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
12.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
12.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
12.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
12.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
12.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
12.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
12.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
12.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
12.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
12.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
12.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
12.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
12.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
11.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
11.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
11.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
11.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
11.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
11.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
11.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
11.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
11.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
11.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
11.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
11.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
11.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
11.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
11.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
11.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
11.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
11.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
11.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
11.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
11.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
11.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
11.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
11.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
11.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
11.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
11.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
11.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
11.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
11.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
11.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
11.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
11.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
11.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
11.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
11.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
11.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
10.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
10.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
10.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
10.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
10.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
10.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
10.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
10.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
10.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
10.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
10.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
10.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
10.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
10.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
10.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
10.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
10.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
10.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
10.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
10.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
10.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
10.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
10.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
10.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
10.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
10.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
10.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
10.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
10.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
10.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
10.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
10.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
9.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
9.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
9.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
9.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
9.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
9.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
9.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
9.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
9.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
9.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
9.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
9.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
9.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
9.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
9.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
9.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
9.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
9.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
9.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
9.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
9.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
8.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
8.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
8.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
8.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
8.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
8.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
8.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
8.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
8.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
8.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
8.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
8.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
8.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
8.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
8.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
8.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
8.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
8.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
8.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
8.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
8.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
8.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
8.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
8.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
8.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
8.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
7.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
7.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
7.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
7.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
7.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
7.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
6.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
6.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
6.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
6.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
6.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
6.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
5.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.2
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.
CLPB is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
7.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
23.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
18.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
18.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
18.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
17.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
15.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
14.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
13.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
13.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
13.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
11.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
11.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
11.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
11.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
10.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
10.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
10.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
10.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
10.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
9.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
9.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
9.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
9.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
9.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
9.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
9.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
8.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
8.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
8.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
8.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
8.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
8.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
8.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
8.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
8.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
8.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
8.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
7.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
7.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
7.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
7.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
7.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
7.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
7.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
7.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
7.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
6.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
6.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
6.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
6.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
5.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
5.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
5.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
5.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
5.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
5.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
5.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
5.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
5.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
5.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
4.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
4.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
4.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
4.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
4.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
4.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
4.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
4.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
3.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
3.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
3.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
3.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
3.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
3.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
2.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
2.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
2.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
2.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
2.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
1.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
1.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
1.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 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.
CLPB is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
13.4
Number of samples
207
Samples
Sample
Description
TPM
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
27.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
26.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
26.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
25.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
25.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
24.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
23.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
23.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
23.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
22.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
22.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
22.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
21.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
21.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
21.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
21.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
20.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
20.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
20.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
20.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
19.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
19.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
19.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
19.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
19.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
19.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
18.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
18.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
18.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
18.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
18.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
18.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
18.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
18.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
18.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
17.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
17.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
17.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
17.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
17.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
17.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
17.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
17.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
17.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
17.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
17.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
16.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
16.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
16.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
16.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
16.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
16.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
16.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
15.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
15.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
15.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
15.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
15.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
15.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
15.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
15.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
15.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
15.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
15.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
15.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
14.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
14.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
14.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
14.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
14.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
14.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
14.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
14.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
14.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
14.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
14.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
14.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
14.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
14.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
14.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
14.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
14.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
14.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
13.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
13.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
13.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
13.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
13.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
13.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
13.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
13.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
13.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
13.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
13.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
13.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
13.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
13.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
12.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
12.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
12.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
12.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
12.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
12.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
12.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
12.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
12.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
12.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
12.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
12.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
12.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
12.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
12.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
12.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
11.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
11.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
11.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
11.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
11.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
11.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
11.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
11.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
11.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
11.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
11.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
11.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
11.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
11.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
10.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
10.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
10.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
10.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
10.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
10.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
10.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
10.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
10.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
10.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
10.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
10.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
10.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
10.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
10.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
10.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
10.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
10.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
10.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
10.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
10.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
10.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
10.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
10.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
10.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
10.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
10.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
9.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
9.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
9.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
9.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
9.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
9.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
9.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
9.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
9.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
8.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
8.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
8.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
8.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
8.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
8.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
8.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
8.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
8.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
8.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
8.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
8.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
8.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
8.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
8.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
7.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
7.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
7.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
7.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
7.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
7.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
7.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
7.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
7.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
6.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
6.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
6.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
6.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
6.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
6.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
6.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
6.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
5.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
5.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
5.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.5
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.5
43192517-085e-450e-9481-0a6713_D3
Tumor
0.5
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.5
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.5
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.4
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.4
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.4
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.4
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.3
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.3
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.3
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.3
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.3
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.1
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Tumor
0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.0
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.0
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.0
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.0
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.0
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.0
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.0
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.0
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.0
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.0
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Tumor
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.0
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.0
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.0
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.0
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Normal
0.0
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.0
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.0
8cc7e656-0152-4359-8566-0581c3
Tumor
0.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.0
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.0
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.0
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.0
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.0
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Tumor
0.0
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Normal
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
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Tumor
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
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Normal
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.0
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.0
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.2
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.2
b2400046-1d25-429d-a821-6040a6
Tumor
-0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.3
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.3
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.3
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.4
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.5
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.6
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.6
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
