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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.
PEX10 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
15.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
46.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
33.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
33.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
32.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
31.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
30.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
30.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
29.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
28.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
28.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
28.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
27.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
27.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
26.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
25.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
25.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
25.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
25.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
24.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
24.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
24.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
23.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
23.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
23.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
23.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
23.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
22.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
22.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
22.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
22.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
22.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
22.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
22.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
22.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
22.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
21.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
21.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
21.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
21.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
20.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
20.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
20.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
20.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
20.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
20.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
20.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
20.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
19.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
19.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
19.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
19.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
19.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
19.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
19.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
19.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
19.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
19.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
19.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
19.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
19.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
19.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
19.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
19.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
19.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
18.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
18.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
18.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
18.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
18.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
18.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
18.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
18.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
18.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
18.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
18.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
17.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
17.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
17.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
17.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
17.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
17.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
17.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
17.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
17.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
17.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
17.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
17.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
17.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
17.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
16.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
16.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
16.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
16.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
16.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
16.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
16.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
16.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
16.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
16.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
16.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
16.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
16.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
16.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
16.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
16.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
16.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
16.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
16.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
16.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
15.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
15.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
15.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
15.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
15.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
15.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
15.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
15.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
15.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
15.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
15.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
15.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
15.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
15.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
15.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
15.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
15.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
15.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
15.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
15.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
15.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
15.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
14.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
14.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
14.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
14.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
14.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
14.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
14.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
14.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
14.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
14.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
14.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
14.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
14.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
14.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
14.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
14.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
14.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
14.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
14.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
14.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
14.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
14.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
13.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
13.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
13.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
13.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
13.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
13.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
13.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
13.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
13.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
13.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
13.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
13.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
13.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
13.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
13.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
13.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
13.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
13.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
13.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
13.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
13.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
13.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
12.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
12.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
12.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
12.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
12.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
12.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
12.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
12.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
12.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
12.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
12.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
12.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
12.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
12.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
12.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
12.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
12.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
12.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
12.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
12.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
11.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
11.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
11.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
11.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
11.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
11.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
11.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
11.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
11.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
11.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
11.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
11.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
11.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
11.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
11.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
11.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
10.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
10.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
10.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
10.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
10.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
10.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
10.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
10.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
10.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
9.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
9.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
9.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
9.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
9.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
9.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
9.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
9.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
9.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
9.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
9.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
9.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
8.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
8.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
8.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
8.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
8.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
8.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
8.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
8.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
8.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
8.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
8.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
7.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
7.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
7.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
7.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
7.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
7.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
6.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 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.
PEX10 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
13.4
Number of samples
486
Samples
Sample
Description
TPM
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
47.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
32.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
28.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
26.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
26.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
25.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
24.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
24.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
24.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
23.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
23.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
23.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
23.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
22.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
22.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
22.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
22.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
21.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
21.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
21.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
20.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
20.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
20.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
20.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
20.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
20.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
20.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
20.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
20.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
20.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
20.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
19.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
19.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
19.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
19.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
19.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
19.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
19.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
18.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
18.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
18.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
18.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
18.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
18.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
18.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
18.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
18.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
18.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
18.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
18.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
18.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
18.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
18.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
18.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
18.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
17.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
17.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
17.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
17.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
17.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
17.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
17.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
17.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
17.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
17.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
17.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
17.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
17.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
17.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
17.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
17.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
17.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
17.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
17.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
17.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
17.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
17.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
17.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
17.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
17.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
17.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
17.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
17.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
17.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
17.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
16.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
16.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
16.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
16.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
16.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
16.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
16.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
16.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
16.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
16.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
16.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
16.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
16.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
16.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
16.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
16.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
16.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
16.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
16.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
16.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
16.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
16.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
16.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
16.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
16.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
16.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
16.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
16.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
16.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
15.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
15.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
15.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
15.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
15.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
15.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
15.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
15.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
15.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
15.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
15.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
15.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
15.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
15.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
15.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
15.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
15.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
15.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
15.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
15.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
15.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
15.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
15.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
15.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
15.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
15.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
15.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
14.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
14.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
14.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
14.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
14.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
14.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
14.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
14.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
14.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
14.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
14.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
14.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
14.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
14.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
14.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
14.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
14.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
14.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
14.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
14.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
14.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
14.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
14.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
14.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
14.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
14.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
14.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
14.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
14.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
14.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
14.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
14.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
14.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
14.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
14.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
14.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
14.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
14.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
14.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
14.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
14.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
14.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
14.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
14.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
14.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
13.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
13.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
13.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
13.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
13.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
13.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
13.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
13.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
13.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
13.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
13.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
13.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
13.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
13.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
13.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
13.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
13.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
13.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
13.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
13.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
13.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
13.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
13.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
13.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
13.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
13.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
13.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
13.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
13.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
13.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
13.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
13.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
13.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
13.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
13.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
13.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
13.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
13.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
13.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
13.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
13.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
13.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
13.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
13.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
13.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
13.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
13.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
13.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
13.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
13.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
12.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
12.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
12.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
12.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
12.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
12.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
12.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
12.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
12.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
12.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
12.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
12.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
12.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
12.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
12.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
12.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
12.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
12.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
12.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
12.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
12.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
12.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
12.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
12.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
12.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
12.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
12.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
12.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
12.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
12.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
12.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
12.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
12.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
12.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
12.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
12.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
12.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
12.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
12.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
12.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
12.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
12.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
12.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
12.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
12.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
12.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
12.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
12.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
12.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
12.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
12.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
12.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
12.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
11.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
11.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
11.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
11.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
11.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
11.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
11.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
11.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
11.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
11.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
11.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
11.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
11.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
11.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
11.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
11.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
11.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
11.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
11.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
11.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
11.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
11.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
11.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
11.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
11.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
11.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
11.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
11.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
11.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
11.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
11.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
11.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
11.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
11.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
11.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
11.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
11.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
11.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
11.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
11.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
11.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
11.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
11.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
11.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
11.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
11.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
11.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
10.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
10.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
10.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
10.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
10.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
10.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
10.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
10.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
10.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
10.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
10.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
10.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
10.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
10.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
10.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
10.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
10.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
10.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
10.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
10.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
10.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
10.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
10.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
10.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
10.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
10.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
10.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
10.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
10.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
10.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
10.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
10.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
10.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
10.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
10.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
10.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
10.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
10.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
10.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
10.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
10.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
10.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
10.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
10.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
10.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
10.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
10.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
10.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
9.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
9.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
9.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
9.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
9.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
9.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
9.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
9.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
9.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
9.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
9.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
9.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
9.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
9.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
9.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
9.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
9.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
9.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
9.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
9.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
9.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
9.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
9.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
9.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
9.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
9.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
9.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
9.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
9.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
9.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
9.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
9.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
9.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
9.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
9.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
9.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
9.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
9.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
9.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
9.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
9.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
9.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
9.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
8.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
8.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
8.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
8.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
8.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
8.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
8.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
8.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
8.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
8.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
8.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
8.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
8.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
8.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
7.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
7.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
7.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
7.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
7.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
7.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
7.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
7.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
7.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
7.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
7.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
7.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
7.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
7.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
7.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
7.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
7.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
6.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
6.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
6.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
6.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
6.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
6.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
5.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
5.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
5.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
5.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
5.1
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.
PEX10 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
14.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
27.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
26.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
25.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
25.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
23.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
23.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
23.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
21.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
21.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
21.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
20.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
20.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
20.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
20.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
20.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
20.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
19.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
19.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
19.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
18.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
18.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
18.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
18.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
18.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
18.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
18.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
17.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
17.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
17.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
16.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
16.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
16.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
16.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
16.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
16.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
16.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
15.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
15.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
15.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
14.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
14.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
14.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
14.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
14.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
14.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
14.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
14.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
14.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
13.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
13.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
13.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
13.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
13.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
13.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
12.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
12.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
12.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
12.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
12.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
12.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
12.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
12.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
11.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
11.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
11.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
11.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
10.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
10.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
10.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
10.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
10.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
10.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
9.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
9.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
9.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
9.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
9.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
9.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
8.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
8.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
8.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
7.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
7.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
7.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
7.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
6.7
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.
PEX10 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
13.3
Number of samples
207
Samples
Sample
Description
TPM
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
30.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
28.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
24.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
24.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
24.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
24.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
23.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
22.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
21.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
21.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
20.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
20.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
19.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
19.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
18.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
18.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
18.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
18.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
18.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
18.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
18.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
18.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
18.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
18.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
18.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
17.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
17.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
17.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
17.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
17.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
17.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
16.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
16.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
16.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
16.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
16.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
16.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
16.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
16.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
16.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
16.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
16.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
16.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
16.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
16.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
16.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
16.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
16.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
16.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
16.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
15.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
15.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
15.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
15.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
15.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
15.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
15.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
15.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
15.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
15.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
15.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
15.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
15.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
15.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
15.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
14.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
14.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
14.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
14.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
14.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
14.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
14.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
14.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
14.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
14.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
14.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
14.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
14.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
14.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
14.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
14.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
14.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
14.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
13.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
13.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
13.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
13.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
13.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
13.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
13.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
13.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
13.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
13.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
13.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
13.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
13.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
13.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
13.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
13.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
12.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
12.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
12.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
12.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
12.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
12.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
12.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
12.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
12.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
12.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
12.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
12.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
12.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
12.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
12.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
12.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
12.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
12.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
12.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
12.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
12.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
12.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
12.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
12.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
12.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
12.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
12.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
11.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
11.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
11.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
11.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
11.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
11.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
11.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
11.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
11.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
11.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
11.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
11.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
11.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
11.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
11.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
11.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
10.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
10.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
10.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
10.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
10.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
10.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
10.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
10.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
10.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
10.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
10.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
10.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
10.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
10.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
10.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
10.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
10.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
9.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
9.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
9.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
9.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
9.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
9.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
9.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
9.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
9.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
9.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
9.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
9.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
9.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
9.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
9.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
8.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
8.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
8.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
8.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
8.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
8.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
8.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
8.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
8.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
7.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
7.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
7.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
7.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
7.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
7.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
7.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
7.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
7.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
7.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
7.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
7.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
6.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
6.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
6.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
6.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
