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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.
PLEKHO1 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
11.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
63.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
51.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
50.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
46.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
42.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
41.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
41.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
37.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
36.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
35.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
32.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
32.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
30.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
30.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
26.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
26.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
25.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
25.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
24.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
24.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
24.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
22.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
22.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
21.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
21.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
21.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
21.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
21.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
21.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
21.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
20.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
20.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
20.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
20.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
19.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
19.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
19.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
19.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
19.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
19.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
18.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
18.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
18.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
17.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
17.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
17.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
17.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
17.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
16.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
16.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
16.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
16.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
16.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
16.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
16.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
16.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
16.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
15.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
15.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
15.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
15.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
14.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
14.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
14.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
14.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
14.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
14.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
14.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
14.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
14.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
13.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
13.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
13.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
13.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
13.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
13.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
13.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
13.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
13.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
13.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
12.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
12.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
12.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
12.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
12.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
12.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
12.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
12.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
12.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
12.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
11.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
11.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
11.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
11.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
11.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
11.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
11.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
11.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
11.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
10.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
10.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
10.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
10.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
10.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
10.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
10.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
10.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
10.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
9.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
9.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
9.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
9.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
9.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
9.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
9.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
9.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
9.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
9.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
9.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
9.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
8.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
8.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
8.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
8.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
8.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
8.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
8.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
8.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
8.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
8.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
8.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
8.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
8.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
8.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
7.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
7.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
7.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
7.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
7.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
7.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
7.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
7.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
7.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
7.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
7.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
7.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
7.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
7.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
7.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
7.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
6.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
6.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
6.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
6.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
6.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
6.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
6.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
6.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
6.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
6.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
6.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
6.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
6.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
6.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
6.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
6.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
6.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
6.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
6.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
6.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
6.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
6.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
6.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
6.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
5.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
5.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
5.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
5.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
5.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
5.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
5.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
5.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
5.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
5.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
5.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
5.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
5.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
5.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
5.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
4.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
4.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
4.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
4.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
4.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
4.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
4.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
4.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
4.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
4.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
4.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
4.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
4.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
4.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
4.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
3.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
3.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
3.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
3.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
3.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
3.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
3.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
3.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
3.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
3.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
3.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
3.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
3.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
3.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
3.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
2.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
2.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
2.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
2.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
2.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
2.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
2.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
2.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
2.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
2.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
2.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
2.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
2.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
2.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
2.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
2.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
2.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
1.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 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.
PLEKHO1 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
12.3
Number of samples
486
Samples
Sample
Description
TPM
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
34.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
34.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
34.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
33.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
32.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
32.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
31.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
30.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
29.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
29.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
28.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
27.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
27.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
27.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
27.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
26.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
25.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
25.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
25.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
25.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
25.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
24.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
24.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
24.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
24.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
24.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
23.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
23.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
23.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
23.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
23.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
23.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
23.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
23.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
23.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
23.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
22.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
22.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
22.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
22.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
22.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
22.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
22.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
22.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
21.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
21.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
21.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
21.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
21.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
21.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
21.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
21.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
21.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
21.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
20.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
20.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
20.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
20.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
20.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
20.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
20.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
20.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
20.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
20.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
19.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
19.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
19.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
19.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
19.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
18.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
18.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
18.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
18.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
18.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
18.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
18.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
18.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
18.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
18.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
18.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
18.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
18.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
18.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
17.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
17.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
17.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
17.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
17.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
17.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
17.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
17.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
17.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
17.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
17.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
17.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
17.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
17.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
17.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
17.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
17.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
16.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
16.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
16.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
16.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
16.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
16.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
16.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
16.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
16.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
16.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
16.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
16.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
16.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
16.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
16.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
16.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
16.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
16.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
15.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
15.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
15.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
15.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
15.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
15.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
15.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
15.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
15.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
15.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
15.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
15.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
15.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
15.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
15.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
15.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
15.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
15.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
15.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
15.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
15.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
14.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
14.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
14.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
14.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
14.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
14.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
14.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
14.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
14.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
14.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
14.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
14.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
14.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
14.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
14.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
14.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
14.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
14.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
14.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
14.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
14.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
13.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
13.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
13.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
13.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
13.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
13.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
13.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
13.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
13.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
13.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
13.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
13.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
13.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
13.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
13.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
13.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
13.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
13.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
13.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
13.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
13.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
13.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
13.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
13.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
13.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
13.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
12.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
12.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
12.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
12.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
12.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
12.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
12.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
12.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
12.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
12.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
12.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
12.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
12.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
12.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
12.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
12.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
12.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
12.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
12.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
12.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
12.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
12.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
12.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
12.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
12.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
12.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
12.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
11.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
11.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
11.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
11.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
11.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
11.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
11.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
11.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
11.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
11.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
11.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
11.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
11.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
11.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
11.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
11.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
11.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
11.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
11.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
11.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
11.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
11.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
11.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
11.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
11.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
11.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
11.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
11.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
11.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
10.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
10.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
10.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
10.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
10.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
10.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
10.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
10.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
10.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
10.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
10.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
10.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
10.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
10.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
10.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
10.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
10.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
10.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
10.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
10.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
10.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
10.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
10.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
10.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
10.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
10.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
9.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
9.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
9.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
9.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
9.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
9.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
9.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
9.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
9.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
9.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
9.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
9.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
9.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
9.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
9.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
9.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
9.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
9.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
9.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
9.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
9.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
9.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
9.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
9.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
9.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
9.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
9.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
9.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
9.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
9.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
8.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
8.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
8.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
8.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
8.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
8.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
8.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
8.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
8.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
8.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
8.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
8.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
8.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
8.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
8.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
8.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
8.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
8.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
8.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
8.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
8.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
8.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
8.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
8.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
8.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
8.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
8.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
8.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
8.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
8.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
8.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
8.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
8.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
7.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
7.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
7.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
7.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
7.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
7.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
7.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
7.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
7.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
7.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
7.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
7.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
7.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
7.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
7.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
7.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
7.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
7.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
7.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
7.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
7.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
7.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
7.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
7.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
7.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
7.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
7.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
6.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
6.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
6.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
6.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
6.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
6.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
6.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
6.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
6.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
6.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
6.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
6.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
6.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
6.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
6.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
6.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
6.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
6.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
6.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
6.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
6.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
6.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
6.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
6.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
6.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
6.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
6.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
6.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
6.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
6.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
6.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
6.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
6.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
6.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
6.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
6.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
5.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
5.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
5.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
5.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
5.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
5.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
5.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
5.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
5.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
5.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
5.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
5.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
5.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
5.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
5.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
5.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
5.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
5.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
5.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
5.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
5.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
5.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
5.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
5.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
5.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
5.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
5.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
5.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
5.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
4.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
4.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
4.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
4.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
4.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
4.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
4.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
4.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
4.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
4.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
4.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
4.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
4.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
4.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
4.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
4.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
4.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
4.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
4.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
4.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
4.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
4.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
4.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
4.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
4.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
4.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
3.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
3.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
3.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
3.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
3.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
3.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
3.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
3.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
3.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
3.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
3.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
2.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
2.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
2.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
2.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
1.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PLEKHO1 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
10.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
38.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
32.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
27.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
26.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
26.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
25.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
25.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
24.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
23.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
22.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
19.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
18.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
18.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
17.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
17.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
16.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
16.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
15.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
15.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
14.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
14.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
14.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
12.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
12.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
11.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
11.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
11.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
11.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
11.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
10.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
10.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
10.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
10.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
10.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
10.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
9.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
9.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
9.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
9.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
9.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
9.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
9.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
9.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
9.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
8.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
8.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
8.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
7.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
7.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
7.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
7.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
7.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
7.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
7.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
7.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
7.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
7.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
7.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
6.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
6.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
6.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
6.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
6.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
6.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
6.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
6.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
6.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
5.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
5.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
5.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
5.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
5.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
5.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
5.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
4.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
4.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
4.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
3.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
3.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
3.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
3.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
2.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
2.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 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.
PLEKHO1 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
11.1
Number of samples
207
Samples
Sample
Description
TPM
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
39.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
37.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
35.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
32.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
30.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
30.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
29.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
28.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
28.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
28.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
28.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
27.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
25.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
25.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
24.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
24.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
22.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
19.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
19.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
19.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
18.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
18.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
18.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
18.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
18.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
18.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
18.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
17.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
17.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
17.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
16.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
16.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
16.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
16.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
16.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
16.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
16.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
16.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
15.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
15.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
15.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
15.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
15.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
15.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
15.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
14.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
14.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
14.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
14.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
14.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
14.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
14.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
14.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
13.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
13.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
13.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
13.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
13.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
13.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
13.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
13.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
13.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
13.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
12.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
12.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
12.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
12.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
12.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
12.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
12.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
12.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
12.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
11.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
11.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
11.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
11.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
11.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
11.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
11.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
11.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
10.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
10.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
10.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
10.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
10.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
10.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
10.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
10.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
10.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
10.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
10.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
10.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
10.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
9.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
9.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
9.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
9.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
9.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
9.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
9.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
9.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
9.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
9.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
9.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
8.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
8.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
8.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
8.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
8.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
8.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
8.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
8.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
8.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
8.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
8.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
8.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
8.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
8.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
8.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
8.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
8.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
8.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
7.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
7.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
7.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
7.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
7.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
7.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
7.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
7.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
7.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
7.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
7.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
7.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
7.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
7.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
7.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
6.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
6.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
6.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
6.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
6.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
6.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
6.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
6.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
6.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
6.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
6.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
6.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
6.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
6.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
6.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
6.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
6.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
5.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
5.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
5.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
5.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
5.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
5.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
5.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
5.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
5.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
5.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
5.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
5.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
5.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
5.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
5.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
5.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
5.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
5.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
5.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
4.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
4.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
4.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
4.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
4.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
4.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
4.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
4.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
4.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
4.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
4.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
4.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
4.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
4.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
4.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
4.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
3.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
3.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
3.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
3.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
3.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
3.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
3.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
2.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
2.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
2.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
2.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
1.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
1.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
02cde0c0-6840-495b-9b11-007d82_D2
Normal
1.8
2666323d-522f-4f0a-823c-ff8866_D2
Normal
1.7
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
1.4
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
1.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
1.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
1.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
1.0
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
1.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.9
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.9
963fc8db-f412-4427-a198-23f660_D2
Normal
0.9
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.8
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.8
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.8
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.8
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.8
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.7
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.7
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.7
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.6
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.6
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.6
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.5
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.4
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.4
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.4
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.4
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.4
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.4
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.4
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.4
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.4
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.4
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.3
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.3
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.3
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.3
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.4
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.4
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.4
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.5
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.5
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.5
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.5
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.6
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.6
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.6
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.6
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.6
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.7
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.7
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.7
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.8
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.8
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.9
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.9
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.9
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.9
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-1.0
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-1.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-1.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-1.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-1.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-1.7
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-1.9
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
