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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.
PLEKHO2 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
9.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
46.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
42.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
38.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
35.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
34.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
33.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
32.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
31.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
29.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
25.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
25.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
25.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
23.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
23.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
21.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
21.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
20.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
19.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
18.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
18.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
18.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
17.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
17.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
17.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
17.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
17.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
16.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
16.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
16.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
16.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
16.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
16.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
16.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
16.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
15.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
15.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
15.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
15.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
15.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
14.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
14.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
14.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
14.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
14.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
14.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
14.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
14.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
13.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
13.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
13.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
13.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
13.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
13.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
13.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
13.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
13.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
12.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
12.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
12.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
12.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
12.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
12.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
12.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
12.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
12.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
11.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
11.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
11.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
11.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
11.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
11.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
11.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
11.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
11.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
11.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
11.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
10.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
10.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
10.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
10.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
10.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
10.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
10.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
10.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
10.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
9.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
9.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
9.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
9.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
9.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
8.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
8.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
8.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
8.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
8.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
8.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
8.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
8.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
8.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
8.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
8.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
8.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
8.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
8.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
8.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
8.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
8.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
8.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
8.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
8.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
8.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
7.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
7.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
7.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
7.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
7.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
7.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
7.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
7.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
7.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
7.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
7.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
7.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
7.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
7.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
7.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
7.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
7.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
7.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
7.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
7.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
6.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
6.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
6.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
6.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
6.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
6.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
6.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
6.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
6.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
6.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
6.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
6.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
6.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
6.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
6.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
6.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
6.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
6.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
6.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
6.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
6.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
6.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
6.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
6.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
6.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
5.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
5.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
5.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
5.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
5.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
5.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
5.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
5.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
5.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
5.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
5.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
5.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
5.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
5.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
5.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
5.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
5.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
5.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
5.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
5.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
5.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
5.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
5.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
4.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
4.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
4.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
4.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
4.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
4.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
4.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
4.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
4.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
4.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
4.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
4.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
4.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
4.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
4.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
3.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
3.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
3.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
3.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
3.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
3.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
3.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
3.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
3.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
3.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
3.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
3.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
3.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
3.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
3.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
3.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
3.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
2.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
2.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
2.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
2.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
2.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
2.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
2.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
2.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
2.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
2.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
2.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
1.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
1.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
1.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
1.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
1.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
1.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
1.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
1.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
1.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 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.
PLEKHO2 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
14.6
Number of samples
486
Samples
Sample
Description
TPM
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
36.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
35.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
35.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
35.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
34.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
34.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
33.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
32.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
31.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
31.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
30.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
30.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
30.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
30.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
30.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
29.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
29.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
29.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
29.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
28.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
28.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
27.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
27.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
26.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
26.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
26.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
26.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
26.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
26.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
26.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
26.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
25.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
25.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
25.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
25.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
24.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
24.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
24.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
24.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
24.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
24.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
23.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
23.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
23.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
23.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
23.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
23.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
23.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
23.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
23.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
23.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
23.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
23.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
23.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
23.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
22.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
22.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
22.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
22.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
22.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
22.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
22.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
22.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
22.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
22.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
22.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
22.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
22.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
22.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
22.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
22.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
22.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
21.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
21.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
21.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
21.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
21.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
21.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
21.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
21.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
21.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
21.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
21.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
20.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
20.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
20.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
20.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
20.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
20.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
20.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
20.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
20.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
20.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
20.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
20.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
20.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
20.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
20.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
20.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
20.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
19.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
19.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
19.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
19.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
19.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
19.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
19.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
19.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
19.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
19.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
19.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
19.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
19.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
19.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
18.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
18.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
18.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
18.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
18.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
18.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
18.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
18.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
18.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
18.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
18.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
18.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
18.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
18.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
18.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
18.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
18.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
18.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
18.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
17.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
17.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
17.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
17.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
17.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
17.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
17.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
17.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
17.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
17.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
17.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
17.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
17.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
17.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
17.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
17.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
17.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
17.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
17.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
17.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
17.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
17.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
17.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
17.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
16.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
16.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
16.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
16.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
16.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
16.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
16.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
16.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
16.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
16.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
16.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
16.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
16.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
16.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
16.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
16.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
16.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
16.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
15.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
15.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
15.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
15.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
15.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
15.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
15.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
15.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
15.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
15.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
15.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
15.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
15.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
15.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
15.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
15.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
15.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
15.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
15.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
15.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
15.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
15.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
15.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
15.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
15.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
15.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
14.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
14.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
14.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
14.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
14.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
14.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
14.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
14.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
14.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
14.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
14.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
14.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
14.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
14.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
14.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
14.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
14.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
14.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
14.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
14.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
14.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
14.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
14.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
14.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
14.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
14.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
14.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
14.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
14.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
14.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
14.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
14.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
13.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
13.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
13.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
13.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
13.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
13.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
13.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
13.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
13.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
13.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
13.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
13.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
13.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
13.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
13.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
13.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
13.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
13.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
13.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
13.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
13.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
13.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
13.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
13.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
13.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
13.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
13.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
13.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
12.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
12.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
12.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
12.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
12.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
12.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
12.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
12.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
12.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
12.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
12.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
12.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
12.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
12.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
12.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
12.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
12.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
12.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
12.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
12.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
12.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
12.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
12.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
12.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
12.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
12.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
12.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
12.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
12.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
12.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
12.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
12.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
12.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
11.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
11.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
11.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
11.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
11.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
11.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
11.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
11.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
11.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
11.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
11.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
11.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
11.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
11.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
11.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
11.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
11.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
11.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
11.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
11.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
11.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
11.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
11.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
11.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
11.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
11.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
10.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
10.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
10.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
10.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
10.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
10.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
10.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
10.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
10.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
10.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
10.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
10.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
10.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
10.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
10.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
10.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
10.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
10.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
10.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
10.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
10.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
10.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
10.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
9.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
9.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
9.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
9.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
9.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
9.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
9.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
9.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
9.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
9.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
9.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
9.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
9.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
9.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
9.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
9.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
9.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
9.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
9.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
9.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
9.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
9.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
9.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
9.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
9.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
9.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
9.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
9.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
9.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
8.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
8.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
8.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
8.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
8.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
8.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
8.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
8.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
8.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
8.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
8.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
8.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
8.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
8.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
8.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
8.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
8.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
8.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
8.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
8.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
8.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
8.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
8.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
8.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
8.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
8.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
8.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
8.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
7.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
7.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
7.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
7.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
7.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
7.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
7.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
7.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
7.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
7.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
7.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
7.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
7.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
7.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
7.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
7.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
7.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
7.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
7.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
7.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
7.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
7.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
7.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
7.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
6.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
6.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
6.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
6.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
6.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
6.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
6.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
6.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
6.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
6.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
6.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
6.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
6.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
6.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
6.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
6.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
6.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
6.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
6.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
6.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
6.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
6.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
6.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
6.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
6.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
5.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
5.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
5.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
5.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
5.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
5.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
5.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
5.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
5.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
5.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
5.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
5.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
5.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
4.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
4.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
4.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
4.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
4.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
4.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
2.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
2.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
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.
PLEKHO2 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
9.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
32.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
28.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
23.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
23.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
21.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
20.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
19.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
19.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
18.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
17.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
15.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
15.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
14.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
14.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
14.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
13.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
13.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
13.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
12.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
12.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
12.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
11.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
11.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
10.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
10.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
10.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
10.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
10.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
9.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
9.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
9.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
9.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
9.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
9.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
8.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
8.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
8.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
8.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
8.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
8.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
7.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
7.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
7.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
7.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
7.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
7.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
7.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
7.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
7.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
7.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
7.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
7.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
6.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
6.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
6.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
6.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
6.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
6.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
6.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
6.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
5.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
5.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
5.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
5.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
4.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
4.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
4.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
4.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
4.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
4.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
4.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
3.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
3.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
3.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
3.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
3.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
3.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
2.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
2.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 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.
PLEKHO2 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
14.4
Number of samples
207
Samples
Sample
Description
TPM
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
66.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
46.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
44.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
36.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
36.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
32.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
32.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
32.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
31.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
30.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
30.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
29.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
27.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
27.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
26.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
26.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
25.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
25.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
25.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
25.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
25.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
25.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
25.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
25.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
24.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
24.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
24.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
24.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
23.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
23.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
22.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
22.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
21.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
21.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
21.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
21.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
21.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
21.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
20.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
20.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
20.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
20.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
19.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
19.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
19.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
19.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
19.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
18.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
18.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
18.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
18.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
18.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
18.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
18.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
17.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
17.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
17.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
17.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
16.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
16.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
16.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
15.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
15.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
15.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
15.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
15.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
15.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
15.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
15.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
15.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
15.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
14.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
14.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
14.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
14.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
14.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
14.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
14.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
14.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
14.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
14.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
13.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
13.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
13.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
13.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
13.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
13.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
13.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
13.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
13.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
13.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
13.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
13.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
13.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
13.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
13.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
12.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
12.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
12.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
12.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
12.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
12.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
12.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
12.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
11.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
11.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
11.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
11.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
11.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
11.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
11.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
11.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
11.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
11.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
11.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
11.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
11.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
11.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
10.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
10.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
10.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
10.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
10.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
10.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
10.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
10.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
10.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
10.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
10.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
10.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
10.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
10.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
10.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
10.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
9.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
9.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
9.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
9.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
9.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
9.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
9.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
9.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
9.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
8.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
8.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
8.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
8.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
8.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
8.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
8.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
8.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
8.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
8.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
8.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
8.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
8.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
8.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
8.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
8.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
8.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
8.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
8.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
7.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
7.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
7.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
7.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
7.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
7.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
7.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
7.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
7.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
7.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
7.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
6.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
6.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
6.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
6.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
6.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
6.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
6.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
5.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
5.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
5.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
5.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
5.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
5.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
5.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
5.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
5.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
5.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
5.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
4.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
4.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
4.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
3.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
3.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
2.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
1.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.8
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.8
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.7
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.7
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.7
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.7
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.7
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.6
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.6
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.6
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.6
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.6
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.6
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.6
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.6
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.5
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.5
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.5
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.5
1c070992-647b-4173-a481-904c4d_D2
Normal
0.5
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.5
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.5
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.5
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.4
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.4
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.4
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.4
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.4
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.4
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.4
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.4
b2400046-1d25-429d-a821-6040a6
Tumor
0.4
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.4
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.4
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.4
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.4
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.4
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.3
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.3
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.3
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.3
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.3
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.3
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.3
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.3
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.3
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.3
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.2
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.2
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Tumor
0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.2
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Normal
0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.1
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Normal
0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.1
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Normal
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.1
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Normal
0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.0
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.0
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Normal
0.0
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Normal
0.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.0
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.0
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Normal
-0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.1
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Normal
-0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.1
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Normal
-0.1
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Normal
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.1
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Normal
-0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Normal
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Normal
-0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.2
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Tumor
-0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.2
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Normal
-0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.3
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.3
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Tumor
-0.3
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Tumor
-0.3
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Tumor
-0.3
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Tumor
-0.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.3
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Tumor
-0.3
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Tumor
-0.3
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Tumor
-0.3
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Tumor
-0.4
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Tumor
-0.4
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Tumor
-0.4
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Tumor
-0.4
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.4
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Tumor
-0.4
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.5
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Tumor
-0.5
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Tumor
-0.5
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.5
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Tumor
-0.5
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Tumor
-0.5
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Tumor
-0.6
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Tumor
-0.6
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Tumor
-0.6
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.6
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Tumor
-0.6
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Tumor
-0.7
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.7
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.9
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.9
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
