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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.
PEX11B 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
27.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
57.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
56.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
53.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
50.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
48.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
47.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
47.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
47.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
47.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
44.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
44.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
43.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
43.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
42.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
41.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
40.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
39.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
39.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
39.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
38.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
38.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
38.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
38.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
37.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
37.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
37.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
37.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
36.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
36.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
36.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
36.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
35.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
35.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
35.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
35.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
35.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
34.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
34.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
34.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
34.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
33.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
33.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
33.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
33.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
33.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
33.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
33.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
32.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
32.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
32.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
31.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
31.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
31.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
31.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
31.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
31.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
31.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
31.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
31.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
31.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
31.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
30.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
30.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
30.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
30.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
30.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
30.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
30.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
30.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
30.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
30.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
30.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
29.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
29.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
29.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
29.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
29.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
29.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
29.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
29.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
29.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
29.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
29.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
29.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
29.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
29.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
29.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
29.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
28.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
28.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
28.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
28.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
28.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
28.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
28.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
28.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
28.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
28.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
28.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
28.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
28.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
28.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
28.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
27.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
27.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
27.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
27.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
27.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
27.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
27.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
27.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
27.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
27.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
27.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
26.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
26.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
26.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
26.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
26.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
26.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
26.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
26.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
26.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
26.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
26.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
26.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
26.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
26.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
26.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
26.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
26.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
26.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
26.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
26.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
25.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
25.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
25.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
25.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
25.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
25.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
25.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
25.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
25.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
25.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
25.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
25.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
25.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
25.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
25.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
25.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
25.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
25.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
25.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
25.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
25.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
24.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
24.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
24.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
24.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
24.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
24.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
24.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
24.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
24.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
24.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
24.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
24.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
24.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
24.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
23.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
23.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
23.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
23.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
23.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
23.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
23.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
23.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
23.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
23.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
23.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
22.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
22.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
22.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
22.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
22.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
22.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
22.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
22.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
22.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
22.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
22.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
22.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
22.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
22.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
22.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
22.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
22.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
21.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
21.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
21.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
21.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
21.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
21.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
21.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
21.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
21.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
21.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
20.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
20.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
20.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
20.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
20.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
20.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
20.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
20.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
20.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
20.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
20.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
19.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
19.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
19.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
19.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
19.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
19.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
19.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
19.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
18.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
18.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
18.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
18.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
18.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
18.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
17.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
17.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
17.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
17.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
17.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
17.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
17.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
16.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
16.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
16.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
16.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
16.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
16.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
16.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
15.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
15.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
15.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
14.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
14.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
13.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
11.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 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.
PEX11B 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
25.3
Number of samples
486
Samples
Sample
Description
TPM
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
49.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
46.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
44.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
43.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
43.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
41.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
41.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
39.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
39.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
39.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
39.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
38.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
38.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
38.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
38.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
37.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
37.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
37.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
37.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
36.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
36.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
36.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
36.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
36.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
36.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
36.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
35.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
35.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
35.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
35.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
35.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
35.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
35.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
35.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
34.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
34.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
34.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
34.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
34.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
34.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
34.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
33.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
33.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
33.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
33.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
33.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
33.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
33.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
33.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
33.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
33.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
32.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
32.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
32.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
32.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
32.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
32.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
32.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
32.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
31.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
31.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
31.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
31.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
31.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
31.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
31.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
31.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
31.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
31.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
31.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
31.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
31.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
31.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
31.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
31.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
31.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
31.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
31.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
31.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
31.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
31.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
31.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
31.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
31.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
30.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
30.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
30.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
30.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
30.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
30.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
30.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
30.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
30.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
30.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
30.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
30.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
30.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
29.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
29.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
29.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
29.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
29.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
29.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
29.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
29.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
29.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
29.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
29.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
29.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
29.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
29.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
29.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
29.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
29.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
29.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
29.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
29.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
29.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
29.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
29.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
29.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
28.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
28.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
28.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
28.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
28.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
28.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
28.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
28.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
28.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
28.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
28.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
28.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
28.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
28.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
28.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
28.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
28.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
28.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
28.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
28.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
28.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
28.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
28.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
28.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
28.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
28.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
27.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
27.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
27.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
27.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
27.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
27.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
27.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
27.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
27.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
27.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
27.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
27.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
27.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
27.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
27.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
27.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
27.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
27.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
27.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
27.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
27.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
26.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
26.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
26.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
26.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
26.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
26.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
26.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
26.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
26.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
26.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
26.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
26.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
26.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
26.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
26.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
26.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
26.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
26.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
26.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
26.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
26.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
26.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
26.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
26.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
26.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
26.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
26.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
26.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
25.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
25.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
25.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
25.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
25.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
25.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
25.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
25.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
25.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
25.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
25.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
25.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
25.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
25.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
25.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
25.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
25.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
25.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
25.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
25.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
25.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
25.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
25.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
25.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
25.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
25.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
25.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
25.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
25.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
25.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
25.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
25.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
25.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
25.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
25.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
25.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
25.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
24.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
24.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
24.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
24.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
24.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
24.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
24.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
24.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
24.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
24.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
24.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
24.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
24.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
24.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
24.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
24.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
24.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
24.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
24.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
24.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
24.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
24.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
24.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
24.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
24.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
24.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
24.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
24.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
24.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
24.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
24.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
24.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
24.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
24.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
24.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
24.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
24.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
24.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
23.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
23.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
23.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
23.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
23.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
23.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
23.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
23.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
23.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
23.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
23.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
23.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
23.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
23.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
23.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
23.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
23.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
23.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
23.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
23.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
23.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
23.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
23.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
23.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
23.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
23.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
23.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
23.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
23.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
23.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
23.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
23.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
23.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
23.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
23.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
23.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
23.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
23.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
23.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
23.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
23.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
23.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
23.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
23.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
23.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
23.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
23.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
23.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
23.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
22.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
22.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
22.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
22.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
22.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
22.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
22.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
22.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
22.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
22.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
22.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
22.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
22.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
22.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
22.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
22.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
22.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
22.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
22.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
22.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
22.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
22.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
22.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
22.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
22.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
22.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
22.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
22.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
22.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
22.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
22.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
22.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
22.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
22.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
22.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
21.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
21.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
21.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
21.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
21.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
21.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
21.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
21.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
21.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
21.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
21.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
21.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
21.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
21.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
21.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
21.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
21.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
21.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
21.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
21.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
21.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
21.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
21.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
21.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
21.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
21.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
21.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
21.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
21.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
21.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
21.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
21.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
20.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
20.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
20.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
20.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
20.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
20.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
20.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
20.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
20.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
20.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
20.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
20.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
20.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
20.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
19.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
19.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
19.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
19.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
19.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
19.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
19.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
19.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
19.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
19.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
19.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
19.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
19.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
19.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
19.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
19.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
19.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
19.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
19.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
19.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
19.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
19.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
18.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
18.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
18.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
18.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
18.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
18.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
18.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
18.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
18.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
18.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
18.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
18.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
18.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
18.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
18.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
18.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
18.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
18.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
18.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
17.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
17.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
17.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
17.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
17.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
17.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
17.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
17.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
17.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
17.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
17.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
17.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
17.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
17.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
17.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
17.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
16.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
16.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
16.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
16.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
16.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
16.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
16.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
16.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
16.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
15.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
15.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
15.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
15.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
14.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
14.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
13.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
13.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
13.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
13.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
12.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
12.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
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.
PEX11B 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
28.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
52.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
44.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
42.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
42.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
40.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
40.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
39.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
39.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
38.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
37.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
37.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
36.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
36.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
35.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
35.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
34.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
33.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
33.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
33.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
32.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
32.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
31.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
31.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
31.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
31.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
30.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
30.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
30.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
30.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
30.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
30.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
30.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
29.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
29.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
29.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
29.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
29.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
29.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
29.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
28.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
28.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
28.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
28.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
27.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
27.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
27.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
27.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
27.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
27.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
27.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
27.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
26.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
26.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
26.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
26.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
25.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
25.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
25.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
25.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
25.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
25.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
25.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
24.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
24.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
24.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
24.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
23.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
23.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
22.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
21.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
21.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
21.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
21.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
21.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
21.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
20.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
20.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
20.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
19.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
19.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
18.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
18.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
18.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
18.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
17.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
16.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
16.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 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.
PEX11B 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
22.7
Number of samples
207
Samples
Sample
Description
TPM
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
39.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
37.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
37.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
36.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
36.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
35.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
35.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
33.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
33.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
32.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
32.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
32.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
31.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
31.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
31.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
31.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
30.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
30.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
30.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
30.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
30.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
29.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
29.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
29.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
29.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
29.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
28.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
28.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
28.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
28.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
28.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
28.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
28.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
28.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
27.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
27.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
27.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
27.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
27.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
27.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
27.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
27.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
27.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
27.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
27.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
26.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
26.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
26.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
26.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
26.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
26.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
26.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
26.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
26.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
26.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
26.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
25.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
25.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
25.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
25.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
25.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
25.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
25.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
25.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
25.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
24.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
24.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
24.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
24.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
24.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
24.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
24.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
24.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
24.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
24.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
24.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
24.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
24.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
24.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
24.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
24.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
24.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
24.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
24.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
23.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
23.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
23.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
23.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
23.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
23.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
23.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
23.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
23.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
23.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
23.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
23.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
23.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
23.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
23.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
23.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
22.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
22.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
22.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
22.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
22.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
22.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
22.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
22.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
22.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
21.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
21.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
21.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
21.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
21.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
21.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
21.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
21.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
21.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
21.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
21.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
21.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
21.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
20.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
20.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
20.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
20.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
20.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
20.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
20.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
20.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
20.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
20.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
20.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
20.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
20.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
20.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
20.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
19.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
19.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
19.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
19.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
19.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
19.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
19.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
19.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
19.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
19.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
19.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
19.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
19.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
19.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
19.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
18.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
18.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
18.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
18.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
18.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
18.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
18.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
18.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
18.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
18.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
18.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
17.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
17.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
17.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
17.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
17.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
17.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
17.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
17.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
17.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
17.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
17.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
16.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
16.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
16.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
16.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
16.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
16.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
16.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
16.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
16.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
16.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
16.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
16.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
15.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
15.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
15.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
15.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
15.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
15.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
15.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
15.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
15.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
14.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
14.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
14.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
14.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
14.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
14.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
14.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
13.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
13.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
11.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
1.0
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.9
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.8
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.8
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.7
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.7
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.6
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.6
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.5
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.5
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.5
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.5
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.5
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.5
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.5
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.5
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.4
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.4
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.4
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.4
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.4
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.4
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.3
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.3
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.3
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.1
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.0
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.0
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.0
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.0
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.0
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.0
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.0
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.0
8cc7e656-0152-4359-8566-0581c3
Tumor
0.0
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.0
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.0
43192517-085e-450e-9481-0a6713_D3
Tumor
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.0
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.0
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.0
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.2
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.3
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.3
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.3
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.3
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.3
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.3
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.3
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.3
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.4
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.4
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.4
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.4
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.4
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.4
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.4
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.4
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.5
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.5
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.5
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.6
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.6
b2400046-1d25-429d-a821-6040a6
Tumor
-0.8
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-1.0
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
