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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.
CAPN10 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
11.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
39.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
23.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
20.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
19.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
19.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
19.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
19.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
19.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
18.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
18.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
18.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
17.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
17.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
17.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
17.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
17.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
17.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
16.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
16.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
16.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
16.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
16.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
16.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
16.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
16.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
16.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
16.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
16.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
16.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
16.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
16.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
16.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
15.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
15.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
15.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
15.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
15.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
15.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
15.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
14.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
14.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
14.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
14.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
14.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
14.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
14.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
14.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
14.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
14.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
14.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
14.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
14.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
14.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
14.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
14.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
14.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
14.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
14.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
14.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
13.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
13.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
13.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
13.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
13.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
13.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
13.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
13.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
13.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
13.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
13.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
13.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
12.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
12.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
12.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
12.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
12.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
12.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
12.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
12.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
12.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
12.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
12.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
12.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
12.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
12.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
12.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
12.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
12.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
12.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
11.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
11.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
11.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
11.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
11.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
11.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
11.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
11.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
11.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
11.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
11.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
11.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
11.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
11.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
11.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
11.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
11.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
11.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
11.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
11.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
11.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
11.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
11.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
11.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
10.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
10.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
10.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
10.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
10.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
10.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
10.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
10.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
10.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
10.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
10.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
10.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
10.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
10.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
10.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
10.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
10.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
10.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
10.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
10.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
10.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
10.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
10.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
10.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
10.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
10.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
10.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
9.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
9.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
9.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
9.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
9.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
9.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
9.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
9.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
9.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
9.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
9.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
9.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
9.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
9.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
9.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
9.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
9.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
9.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
9.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
9.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
9.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
9.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
9.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
9.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
8.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
8.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
8.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
8.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
8.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
8.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
8.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
8.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
8.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
8.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
8.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
8.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
8.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
8.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
8.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
8.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
8.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
8.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
8.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
8.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
8.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
8.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
8.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
8.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
8.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
8.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
8.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
7.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
7.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
7.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
7.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
7.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
7.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
7.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
7.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
7.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
7.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
7.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
7.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
7.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
7.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
7.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
7.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
7.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
7.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
7.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
7.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
7.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
7.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
7.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
6.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
6.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
6.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
6.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
6.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
6.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
6.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
6.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
6.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
6.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
6.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
6.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
6.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
6.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
5.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
5.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
5.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
5.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
5.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
5.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
5.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
4.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
4.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
4.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
4.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
3.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 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.
CAPN10 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
17.6
Number of samples
486
Samples
Sample
Description
TPM
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
32.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
31.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
29.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
29.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
28.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
28.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
28.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
28.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
28.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
27.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
27.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
27.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
26.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
26.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
25.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
25.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
25.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
25.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
25.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
25.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
25.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
25.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
25.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
25.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
24.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
24.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
24.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
24.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
24.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
24.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
24.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
24.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
24.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
24.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
24.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
24.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
24.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
24.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
23.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
23.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
23.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
23.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
23.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
23.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
23.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
23.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
23.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
23.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
22.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
22.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
22.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
22.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
22.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
22.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
22.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
22.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
22.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
22.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
22.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
22.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
22.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
22.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
22.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
22.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
22.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
22.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
22.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
21.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
21.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
21.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
21.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
21.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
21.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
21.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
21.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
21.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
21.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
21.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
21.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
21.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
21.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
21.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
21.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
21.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
21.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
21.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
21.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
21.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
21.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
21.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
21.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
21.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
21.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
21.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
21.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
20.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
20.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
20.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
20.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
20.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
20.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
20.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
20.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
20.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
20.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
20.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
20.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
20.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
20.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
20.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
20.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
20.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
20.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
20.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
20.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
20.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
20.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
20.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
20.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
20.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
20.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
20.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
20.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
20.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
20.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
20.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
20.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
20.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
20.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
20.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
19.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
19.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
19.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
19.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
19.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
19.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
19.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
19.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
19.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
19.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
19.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
19.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
19.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
19.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
19.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
19.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
19.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
19.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
19.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
19.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
19.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
19.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
19.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
19.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
19.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
19.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
19.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
19.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
19.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
19.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
19.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
19.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
18.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
18.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
18.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
18.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
18.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
18.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
18.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
18.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
18.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
18.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
18.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
18.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
18.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
18.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
18.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
18.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
18.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
18.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
18.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
18.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
18.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
18.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
18.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
18.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
18.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
18.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
18.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
18.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
18.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
18.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
18.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
18.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
18.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
18.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
18.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
18.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
18.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
18.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
18.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
18.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
18.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
18.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
18.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
18.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
18.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
18.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
17.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
17.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
17.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
17.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
17.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
17.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
17.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
17.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
17.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
17.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
17.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
17.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
17.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
17.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
17.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
17.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
17.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
17.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
17.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
17.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
17.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
17.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
17.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
17.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
17.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
17.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
17.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
17.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
17.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
17.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
17.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
17.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
17.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
17.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
17.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
17.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
17.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
17.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
17.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
17.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
17.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
17.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
17.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
17.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
17.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
17.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
17.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
17.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
17.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
17.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
17.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
16.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
16.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
16.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
16.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
16.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
16.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
16.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
16.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
16.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
16.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
16.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
16.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
16.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
16.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
16.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
16.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
16.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
16.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
16.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
16.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
16.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
16.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
16.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
16.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
16.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
16.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
16.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
16.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
16.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
16.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
16.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
16.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
16.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
16.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
16.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
16.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
16.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
16.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
16.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
16.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
16.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
16.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
16.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
16.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
16.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
16.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
16.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
16.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
15.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
15.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
15.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
15.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
15.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
15.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
15.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
15.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
15.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
15.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
15.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
15.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
15.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
15.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
15.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
15.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
15.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
15.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
15.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
15.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
15.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
15.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
15.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
15.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
15.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
15.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
15.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
15.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
15.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
15.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
15.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
15.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
15.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
15.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
15.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
15.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
15.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
15.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
15.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
15.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
15.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
15.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
15.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
15.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
15.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
15.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
14.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
14.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
14.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
14.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
14.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
14.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
14.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
14.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
14.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
14.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
14.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
14.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
14.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
14.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
14.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
14.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
14.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
14.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
14.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
14.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
14.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
14.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
14.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
14.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
14.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
14.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
14.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
14.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
14.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
14.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
14.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
14.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
13.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
13.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
13.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
13.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
13.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
13.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
13.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
13.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
13.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
13.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
13.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
13.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
13.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
13.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
13.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
13.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
13.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
13.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
13.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
13.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
13.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
13.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
13.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
13.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
13.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
13.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
13.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
13.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
13.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
13.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
13.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
13.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
13.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
13.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
13.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
13.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
13.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
13.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
13.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
13.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
12.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
12.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
12.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
12.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
12.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
12.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
12.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
12.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
12.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
12.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
12.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
12.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
12.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
12.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
12.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
12.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
12.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
12.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
12.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
11.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
11.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
11.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
11.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
11.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
11.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
11.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
11.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
11.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
11.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
10.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
10.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
10.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
10.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
10.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
10.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
10.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
10.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
10.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
10.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
9.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
9.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
9.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
9.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
9.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
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.
CAPN10 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
11.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
22.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
21.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
20.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
19.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
19.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
19.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
19.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
18.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
17.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
17.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
16.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
15.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
15.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
14.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
14.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
14.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
13.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
13.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
13.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
13.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
13.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
13.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
13.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
12.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
12.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
12.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
12.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
12.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
12.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
12.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
12.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
11.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
11.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
11.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
11.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
11.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
11.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
11.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
11.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
11.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
11.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
10.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
10.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
10.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
10.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
10.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
10.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
10.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
10.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
10.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
10.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
10.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
9.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
9.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
9.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
9.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
9.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
9.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
9.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
9.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
9.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
9.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
9.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
9.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
9.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
9.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
9.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
8.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
8.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
8.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
8.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
8.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
8.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
8.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
8.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
7.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
7.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
7.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
7.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
6.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
6.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
6.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
6.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
5.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
5.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
5.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 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.
CAPN10 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
18.9
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
55.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
29.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
29.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
29.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
28.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
27.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
26.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
26.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
26.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
26.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
26.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
26.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
25.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
25.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
25.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
24.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
24.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
24.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
24.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
24.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
24.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
24.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
23.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
23.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
23.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
23.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
23.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
23.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
23.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
23.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
23.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
23.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
23.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
22.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
22.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
22.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
22.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
22.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
22.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
22.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
22.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
22.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
22.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
22.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
22.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
22.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
22.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
22.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
21.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
21.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
21.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
21.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
21.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
21.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
21.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
21.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
21.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
21.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
21.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
21.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
21.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
21.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
21.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
21.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
21.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
20.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
20.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
20.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
20.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
20.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
20.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
20.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
20.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
20.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
20.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
20.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
20.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
20.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
20.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
20.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
20.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
20.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
19.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
19.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
19.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
19.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
19.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
19.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
19.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
19.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
19.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
19.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
19.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
19.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
19.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
19.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
18.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
18.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
18.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
18.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
18.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
18.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
18.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
18.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
18.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
18.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
18.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
18.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
18.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
18.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
18.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
18.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
18.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
18.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
18.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
17.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
17.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
17.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
17.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
17.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
17.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
17.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
17.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
16.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
16.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
16.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
16.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
16.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
16.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
16.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
16.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
16.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
16.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
16.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
16.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
16.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
16.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
16.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
16.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
16.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
16.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
16.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
16.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
16.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
16.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
16.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
16.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
16.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
15.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
15.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
15.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
15.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
15.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
15.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
15.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
15.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
15.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
15.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
15.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
15.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
15.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
15.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
15.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
15.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
15.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
15.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
15.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
14.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
14.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
14.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
14.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
14.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
14.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
14.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
14.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
14.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
14.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
13.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
13.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
13.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
13.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
13.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
13.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
13.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
13.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
13.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
13.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
13.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
13.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
12.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
12.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
12.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
12.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
12.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
12.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
12.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
12.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
11.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
11.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
10.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
10.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
10.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
