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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.
PEX13 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
12.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
37.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
28.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
26.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
24.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
22.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
21.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
20.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
20.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
19.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
19.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
18.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
18.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
17.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
17.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
17.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
17.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
17.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
17.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
16.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
16.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
16.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
16.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
15.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
15.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
15.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
15.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
15.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
15.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
15.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
15.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
14.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
14.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
14.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
14.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
14.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
14.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
14.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
14.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
14.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
14.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
14.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
14.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
14.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
14.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
14.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
14.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
14.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
14.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
14.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
14.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
14.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
14.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
13.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
13.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
13.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
13.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
13.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
13.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
13.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
13.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
13.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
13.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
13.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
13.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
13.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
13.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
13.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
13.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
13.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
13.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
13.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
13.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
13.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
13.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
13.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
13.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
13.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
13.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
13.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
12.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
12.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
12.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
12.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
12.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
12.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
12.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
12.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
12.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
12.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
12.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
12.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
12.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
12.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
12.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
12.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
12.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
12.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
12.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
12.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
12.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
12.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
12.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
12.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
12.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
12.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
12.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
12.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
12.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
12.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
12.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
11.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
11.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
11.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
11.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
11.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
11.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
11.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
11.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
11.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
11.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
11.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
11.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
11.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
11.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
11.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
11.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
11.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
11.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
11.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
11.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
11.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
11.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
11.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
11.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
11.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
11.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
11.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
11.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
11.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
11.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
11.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
11.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
10.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
10.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
10.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
10.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
10.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
10.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
10.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
10.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
10.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
10.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
10.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
10.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
10.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
10.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
10.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
10.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
10.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
10.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
10.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
10.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
10.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
10.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
10.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
10.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
10.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
10.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
10.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
10.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
10.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
10.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
10.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
10.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
10.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
10.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
10.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
10.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
10.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
9.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
9.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
9.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
9.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
9.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
9.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
9.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
9.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
9.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
9.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
9.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
9.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
9.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
9.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
9.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
9.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
9.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
9.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
9.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
9.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
9.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
9.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
9.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
9.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
9.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
9.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
9.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
9.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
9.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
9.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
9.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
9.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
9.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
9.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
9.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
9.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
9.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
9.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
9.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
8.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
8.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
8.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
8.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
8.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
8.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
8.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
8.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
8.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
8.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
8.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
8.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
8.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
8.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
8.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
8.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
7.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
7.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
7.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
7.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
7.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
7.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
6.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
6.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
6.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
6.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
6.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 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.
PEX13 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
15.9
Number of samples
486
Samples
Sample
Description
TPM
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
37.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
27.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
25.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
25.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
24.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
23.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
23.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
23.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
23.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
23.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
22.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
22.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
22.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
22.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
22.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
22.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
22.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
22.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
22.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
21.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
21.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
21.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
21.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
21.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
21.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
21.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
21.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
21.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
21.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
21.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
21.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
20.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
20.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
20.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
20.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
20.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
20.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
20.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
20.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
20.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
20.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
20.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
20.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
20.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
20.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
20.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
20.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
20.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
20.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
20.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
19.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
19.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
19.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
19.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
19.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
19.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
19.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
19.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
19.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
19.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
19.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
19.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
19.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
19.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
19.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
19.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
19.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
19.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
19.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
19.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
19.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
19.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
19.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
19.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
19.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
19.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
19.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
19.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
19.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
19.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
19.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
19.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
19.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
19.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
19.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
19.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
19.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
19.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
18.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
18.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
18.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
18.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
18.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
18.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
18.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
18.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
18.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
18.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
18.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
18.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
18.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
18.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
18.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
18.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
18.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
18.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
18.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
18.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
18.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
18.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
18.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
18.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
18.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
18.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
18.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
18.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
18.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
18.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
18.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
18.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
17.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
17.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
17.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
17.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
17.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
17.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
17.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
17.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
17.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
17.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
17.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
17.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
17.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
17.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
17.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
17.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
17.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
17.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
17.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
17.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
17.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
17.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
17.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
17.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
17.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
17.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
17.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
17.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
17.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
17.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
17.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
17.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
17.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
17.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
17.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
17.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
17.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
17.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
17.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
17.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
17.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
17.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
17.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
17.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
17.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
17.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
17.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
17.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
17.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
17.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
16.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
16.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
16.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
16.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
16.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
16.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
16.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
16.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
16.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
16.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
16.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
16.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
16.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
16.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
16.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
16.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
16.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
16.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
16.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
16.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
16.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
16.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
16.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
16.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
16.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
16.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
16.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
16.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
16.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
16.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
16.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
16.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
16.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
16.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
16.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
16.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
16.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
16.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
16.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
16.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
16.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
16.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
16.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
16.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
16.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
16.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
16.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
16.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
16.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
16.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
16.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
16.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
15.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
15.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
15.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
15.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
15.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
15.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
15.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
15.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
15.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
15.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
15.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
15.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
15.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
15.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
15.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
15.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
15.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
15.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
15.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
15.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
15.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
15.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
15.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
15.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
15.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
15.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
15.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
15.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
15.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
15.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
15.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
15.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
15.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
15.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
15.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
15.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
15.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
15.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
15.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
15.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
15.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
15.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
15.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
15.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
15.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
15.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
15.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
15.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
15.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
15.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
15.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
15.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
15.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
15.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
15.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
15.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
15.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
15.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
15.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
15.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
15.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
15.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
15.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
15.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
15.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
15.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
15.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
14.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
14.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
14.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
14.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
14.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
14.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
14.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
14.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
14.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
14.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
14.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
14.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
14.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
14.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
14.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
14.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
14.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
14.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
14.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
14.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
14.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
14.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
14.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
14.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
14.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
14.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
14.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
14.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
14.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
14.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
14.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
14.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
14.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
14.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
14.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
14.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
14.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
14.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
14.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
14.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
14.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
14.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
14.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
14.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
14.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
14.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
14.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
14.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
14.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
14.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
14.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
14.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
14.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
14.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
14.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
14.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
13.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
13.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
13.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
13.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
13.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
13.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
13.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
13.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
13.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
13.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
13.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
13.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
13.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
13.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
13.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
13.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
13.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
13.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
13.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
13.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
13.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
13.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
13.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
13.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
13.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
13.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
13.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
13.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
13.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
13.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
13.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
13.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
13.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
13.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
13.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
13.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
13.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
13.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
13.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
13.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
13.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
13.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
13.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
13.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
13.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
13.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
13.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
13.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
13.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
13.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
13.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
13.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
13.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
13.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
13.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
13.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
12.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
12.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
12.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
12.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
12.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
12.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
12.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
12.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
12.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
12.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
12.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
12.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
12.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
12.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
12.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
12.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
12.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
12.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
12.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
12.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
12.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
12.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
12.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
12.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
12.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
12.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
12.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
12.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
12.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
12.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
12.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
12.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
12.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
12.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
12.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
11.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
11.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
11.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
11.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
11.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
11.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
11.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
11.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
11.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
11.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
11.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
11.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
11.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
11.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
11.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
11.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
11.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
11.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
11.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
11.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
11.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
10.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
10.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
10.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
10.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
10.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
10.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
9.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
9.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
9.4
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PEX13 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
12.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
23.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
21.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
20.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
20.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
18.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
18.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
17.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
17.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
17.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
16.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
16.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
16.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
15.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
15.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
15.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
15.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
14.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
14.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
14.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
14.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
14.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
14.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
14.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
13.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
13.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
13.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
13.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
13.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
13.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
13.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
13.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
13.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
13.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
12.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
12.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
12.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
12.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
12.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
12.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
12.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
11.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
11.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
11.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
11.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
11.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
11.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
11.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
11.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
11.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
11.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
11.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
11.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
11.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
11.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
10.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
10.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
10.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
10.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
10.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
10.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
10.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
10.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
10.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
10.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
10.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
10.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
10.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
9.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
9.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
9.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
9.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
9.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
9.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
9.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
8.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
8.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
8.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
8.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
8.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
7.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
7.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
7.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PEX13 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
15.0
Number of samples
207
Samples
Sample
Description
TPM
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
31.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
25.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
25.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
22.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
21.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
21.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
20.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
20.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
20.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
20.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
20.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
20.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
20.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
19.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
19.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
19.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
19.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
19.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
19.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
19.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
19.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
19.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
19.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
18.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
18.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
18.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
18.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
18.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
18.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
18.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
18.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
17.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
17.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
17.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
17.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
17.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
17.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
17.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
17.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
17.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
17.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
17.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
17.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
17.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
17.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
17.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
16.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
16.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
16.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
16.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
16.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
16.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
16.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
16.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
16.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
16.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
16.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
16.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
16.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
16.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
16.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
16.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
16.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
16.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
16.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
16.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
16.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
16.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
16.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
16.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
16.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
16.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
16.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
15.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
15.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
15.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
15.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
15.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
15.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
15.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
15.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
15.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
15.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
15.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
15.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
15.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
15.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
15.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
15.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
15.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
15.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
15.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
14.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
14.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
14.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
14.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
14.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
14.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
14.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
14.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
14.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
14.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
14.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
14.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
14.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
14.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
14.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
14.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
14.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
14.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
14.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
14.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
14.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
14.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
14.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
14.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
14.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
14.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
14.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
14.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
14.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
14.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
14.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
14.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
14.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
13.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
13.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
13.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
13.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
13.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
13.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
13.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
13.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
13.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
13.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
13.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
13.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
13.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
13.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
13.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
13.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
13.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
13.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
13.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
13.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
13.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
13.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
13.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
13.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
13.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
13.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
12.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
12.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
12.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
12.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
12.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
12.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
12.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
12.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
12.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
12.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
12.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
12.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
12.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
12.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
12.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
12.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
12.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
12.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
12.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
12.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
12.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
12.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
12.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
11.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
11.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
11.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
10.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
10.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
10.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
10.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
10.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
10.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
10.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
10.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
10.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
10.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
9.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
9.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
9.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
9.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
9.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.1
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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
