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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.
PEX5 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
18.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
36.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
36.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
35.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
34.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
34.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
33.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
33.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
33.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
31.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
31.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
31.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
30.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
30.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
30.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
29.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
29.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
28.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
27.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
27.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
27.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
26.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
26.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
26.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
26.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
26.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
26.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
25.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
25.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
25.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
25.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
25.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
25.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
24.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
24.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
24.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
24.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
24.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
23.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
23.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
23.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
23.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
23.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
23.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
22.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
22.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
22.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
22.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
22.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
22.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
22.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
22.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
22.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
22.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
21.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
21.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
21.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
21.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
21.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
21.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
21.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
21.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
21.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
21.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
21.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
21.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
21.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
21.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
21.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
21.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
21.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
21.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
21.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
20.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
20.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
20.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
20.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
20.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
20.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
20.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
20.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
20.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
20.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
20.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
20.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
19.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
19.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
19.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
19.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
19.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
19.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
19.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
19.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
19.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
19.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
19.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
19.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
19.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
19.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
19.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
19.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
19.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
19.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
19.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
19.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
19.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
18.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
18.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
18.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
18.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
18.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
18.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
18.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
18.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
18.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
18.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
18.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
18.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
18.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
18.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
18.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
18.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
18.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
18.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
18.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
18.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
18.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
17.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
17.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
17.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
17.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
17.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
17.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
17.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
17.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
17.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
17.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
17.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
17.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
17.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
17.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
17.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
17.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
17.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
17.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
16.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
16.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
16.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
16.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
16.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
16.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
16.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
16.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
16.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
16.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
16.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
16.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
16.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
16.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
16.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
16.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
16.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
16.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
16.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
16.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
16.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
16.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
16.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
15.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
15.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
15.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
15.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
15.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
15.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
15.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
15.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
15.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
15.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
15.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
15.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
15.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
15.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
15.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
15.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
15.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
14.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
14.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
14.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
14.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
14.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
14.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
14.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
14.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
14.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
14.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
14.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
14.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
14.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
14.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
14.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
14.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
14.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
14.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
14.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
14.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
14.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
14.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
14.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
14.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
14.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
13.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
13.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
13.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
13.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
13.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
13.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
13.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
13.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
13.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
13.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
13.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
13.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
13.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
12.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
12.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
12.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
12.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
12.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
12.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
12.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
12.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
12.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
12.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
11.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
11.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
11.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
11.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
11.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
11.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
11.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
11.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
11.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
11.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
11.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
11.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
10.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
10.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
10.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
10.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
9.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
9.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
9.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
7.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 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.
PEX5 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
16.0
Number of samples
486
Samples
Sample
Description
TPM
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
70.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
56.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
36.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
32.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
31.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
30.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
29.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
29.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
29.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
29.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
28.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
28.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
26.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
26.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
26.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
26.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
25.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
25.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
25.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
25.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
25.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
24.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
24.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
24.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
24.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
24.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
24.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
24.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
24.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
24.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
24.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
24.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
23.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
23.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
23.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
23.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
23.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
23.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
23.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
23.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
23.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
23.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
23.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
22.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
22.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
22.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
22.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
22.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
22.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
22.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
22.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
22.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
22.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
22.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
22.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
22.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
22.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
22.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
21.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
21.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
21.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
21.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
21.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
21.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
21.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
21.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
21.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
21.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
21.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
21.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
21.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
21.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
21.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
21.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
20.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
20.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
20.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
20.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
20.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
20.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
20.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
20.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
20.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
20.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
20.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
20.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
20.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
19.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
19.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
19.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
19.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
19.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
19.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
19.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
19.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
19.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
19.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
19.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
19.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
19.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
19.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
19.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
19.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
19.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
19.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
19.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
19.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
19.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
19.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
19.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
19.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
19.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
18.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
18.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
18.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
18.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
18.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
18.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
18.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
18.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
18.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
18.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
18.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
18.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
18.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
18.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
18.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
18.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
18.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
18.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
18.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
18.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
18.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
18.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
18.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
18.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
18.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
18.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
18.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
18.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
17.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
17.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
17.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
17.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
17.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
17.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
17.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
17.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
17.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
17.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
17.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
17.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
17.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
17.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
17.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
17.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
17.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
17.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
17.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
17.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
17.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
17.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
17.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
17.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
17.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
17.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
17.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
17.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
16.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
16.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
16.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
16.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
16.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
16.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
16.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
16.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
16.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
16.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
16.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
16.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
16.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
16.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
16.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
16.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
16.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
16.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
16.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
16.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
16.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
16.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
16.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
16.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
16.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
16.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
16.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
16.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
16.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
16.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
16.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
16.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
16.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
16.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
16.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
16.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
16.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
15.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
15.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
15.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
15.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
15.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
15.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
15.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
15.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
15.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
15.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
15.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
15.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
15.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
15.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
15.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
15.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
15.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
15.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
15.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
15.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
15.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
15.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
15.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
15.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
15.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
15.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
15.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
15.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
15.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
15.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
15.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
15.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
15.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
15.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
15.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
15.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
15.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
15.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
15.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
15.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
15.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
15.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
15.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
14.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
14.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
14.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
14.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
14.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
14.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
14.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
14.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
14.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
14.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
14.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
14.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
14.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
14.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
14.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
14.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
14.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
14.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
14.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
14.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
14.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
14.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
14.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
14.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
14.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
14.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
14.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
14.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
14.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
14.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
14.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
14.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
14.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
14.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
14.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
14.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
14.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
14.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
14.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
14.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
13.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
13.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
13.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
13.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
13.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
13.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
13.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
13.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
13.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
13.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
13.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
13.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
13.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
13.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
13.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
13.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
13.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
13.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
13.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
13.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
13.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
13.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
13.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
13.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
13.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
13.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
13.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
13.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
13.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
13.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
13.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
13.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
13.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
13.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
13.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
13.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
13.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
13.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
13.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
13.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
13.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
13.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
13.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
13.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
13.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
13.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
13.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
13.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
13.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
13.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
13.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
13.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
13.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
13.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
12.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
12.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
12.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
12.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
12.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
12.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
12.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
12.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
12.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
12.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
12.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
12.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
12.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
12.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
12.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
12.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
12.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
12.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
12.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
12.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
12.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
12.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
12.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
12.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
12.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
12.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
12.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
12.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
12.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
12.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
11.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
11.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
11.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
11.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
11.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
11.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
11.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
11.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
11.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
11.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
11.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
11.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
11.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
11.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
11.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
11.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
11.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
11.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
11.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
11.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
11.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
11.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
11.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
11.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
11.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
11.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
11.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
11.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
11.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
11.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
11.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
10.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
10.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
10.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
10.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
10.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
10.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
10.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
10.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
10.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
10.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
10.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
10.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
10.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
10.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
10.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
10.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
10.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
10.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
10.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
10.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
10.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
10.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
10.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
10.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
10.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
10.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
10.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
10.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
9.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
9.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
9.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
9.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
9.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
9.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
9.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
9.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
9.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
9.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
9.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
9.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
9.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
9.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
9.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
9.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
9.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
8.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
8.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
8.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
8.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
8.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
8.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
8.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
8.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
8.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
8.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
8.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
7.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
7.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
6.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
6.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
5.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
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.
PEX5 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
18.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
54.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
35.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
34.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
30.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
28.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
28.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
28.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
27.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
27.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
26.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
26.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
26.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
25.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
24.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
24.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
24.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
24.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
24.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
23.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
23.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
23.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
23.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
23.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
22.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
22.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
21.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
21.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
21.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
20.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
20.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
20.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
20.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
20.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
19.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
19.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
19.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
19.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
19.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
19.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
19.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
19.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
18.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
18.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
18.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
18.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
18.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
18.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
17.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
17.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
17.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
16.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
16.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
16.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
16.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
16.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
16.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
16.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
16.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
16.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
15.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
15.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
15.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
15.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
15.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
15.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
14.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
14.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
14.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
14.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
13.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
13.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
13.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
12.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
12.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
12.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
12.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
11.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
11.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
11.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
10.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
10.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
10.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
9.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
8.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
8.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
7.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PEX5 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
16.6
Number of samples
207
Samples
Sample
Description
TPM
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
47.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
45.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
43.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
40.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
39.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
32.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
31.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
27.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
26.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
26.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
25.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
25.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
24.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
24.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
24.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
23.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
23.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
23.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
23.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
23.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
23.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
23.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
22.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
22.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
22.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
22.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
21.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
21.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
21.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
21.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
21.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
20.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
20.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
20.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
20.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
20.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
20.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
20.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
20.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
20.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
19.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
19.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
19.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
19.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
19.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
19.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
19.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
19.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
19.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
19.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
19.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
19.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
18.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
18.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
18.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
18.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
18.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
18.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
18.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
18.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
18.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
18.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
18.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
18.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
18.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
18.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
18.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
17.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
17.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
17.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
17.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
17.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
17.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
17.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
17.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
17.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
17.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
17.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
17.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
17.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
17.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
17.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
16.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
16.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
16.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
16.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
16.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
16.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
16.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
16.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
16.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
16.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
16.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
16.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
16.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
15.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
15.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
15.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
15.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
15.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
15.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
15.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
15.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
15.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
15.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
15.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
15.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
15.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
15.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
15.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
15.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
14.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
14.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
14.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
14.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
14.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
14.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
14.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
14.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
14.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
14.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
14.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
14.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
14.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
14.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
14.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
14.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
14.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
14.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
14.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
14.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
13.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
13.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
13.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
13.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
13.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
13.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
13.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
13.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
13.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
13.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
13.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
13.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
13.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
13.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
13.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
13.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
13.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
13.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
12.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
12.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
12.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
12.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
12.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
12.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
12.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
12.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
12.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
12.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
12.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
12.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
12.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
12.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
12.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
12.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
12.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
12.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
12.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
12.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
12.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
12.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
12.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
12.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
12.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
12.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
11.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
11.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
11.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
11.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
11.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
11.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
11.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
11.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
10.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
10.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
10.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
10.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
10.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
10.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
10.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
10.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
9.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
9.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
8.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
8.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
8.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
8.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
8.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
7.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
2666323d-522f-4f0a-823c-ff8866_D2
Normal
1.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.8
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.8
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.8
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.7
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.7
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.7
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.7
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.7
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.6
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.6
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.6
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.6
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.6
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.6
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.6
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.5
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.5
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.5
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.4
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.4
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.4
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.4
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.4
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.4
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.4
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.4
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.4
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.4
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.3
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.3
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.0
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
43192517-085e-450e-9481-0a6713_D3
Tumor
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.0
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.0
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.0
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.0
82157a70-12f1-4913-b548-d98881_D2
Normal
0.0
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.0
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.0
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.0
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.0
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.0
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.0
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.0
b2400046-1d25-429d-a821-6040a6
Tumor
0.0
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.3
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.3
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.3
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.3
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.3
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.3
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.3
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.3
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.3
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.3
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.3
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.3
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.4
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.4
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.4
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.4
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.4
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.4
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.4
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.4
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.4
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.5
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.5
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.5
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.5
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.5
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.5
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.5
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.5
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.6
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.6
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.6
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.6
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_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
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
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
