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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.
PLEKHG2 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
6.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
35.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
21.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
20.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
17.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
17.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
17.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
17.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
16.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
15.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
15.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
14.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
13.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
13.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
12.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
12.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
12.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
12.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
11.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
11.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
11.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
11.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
11.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
11.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
10.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
10.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
10.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
10.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
10.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
10.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
10.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
10.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
10.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
10.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
9.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
9.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
9.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
9.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
9.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
9.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
9.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
9.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
9.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
9.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
9.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
8.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
8.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
8.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
8.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
8.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
8.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
8.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
8.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
8.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
8.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
8.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
8.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
8.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
8.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
8.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
8.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
7.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
7.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
7.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
7.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
7.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
7.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
7.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
7.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
7.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
7.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
7.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
7.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
7.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
7.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
7.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
6.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
6.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
6.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
6.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
6.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
6.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
6.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
6.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
6.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
6.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
6.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
6.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
6.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
6.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
6.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
6.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
6.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
6.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
6.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
6.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
6.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
6.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
6.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
6.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
6.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
6.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
6.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
6.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
6.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
6.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
6.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
6.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
6.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
5.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
5.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
5.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
5.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
5.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
5.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
5.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
5.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
5.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
5.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
5.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
5.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
5.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
5.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
5.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
5.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
5.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
5.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
5.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
5.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
5.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
5.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
5.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
5.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
5.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
5.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
5.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
5.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
5.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
5.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
5.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
5.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
4.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
4.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
4.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
4.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
4.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
4.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
4.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
4.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
4.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
4.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
4.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
4.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
4.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
4.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
4.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
4.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
4.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
4.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
4.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
4.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
4.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
4.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
4.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
4.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
4.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
4.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
4.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
4.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
4.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
3.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
3.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
3.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
3.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
3.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
3.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
3.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
3.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
3.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
3.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
3.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
3.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
3.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
3.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
3.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
3.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
3.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
3.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
3.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
3.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
3.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
3.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
3.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
2.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
2.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
2.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
2.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
2.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
2.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
2.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
2.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
2.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
2.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
2.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
2.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
2.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
2.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
2.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
2.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
2.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
2.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
2.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
2.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
2.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
2.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
2.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
1.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
1.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
1.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
1.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
1.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
1.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
1.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
1.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
1.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
1.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
1.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
1.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
1.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 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.
PLEKHG2 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
19.8
Number of samples
486
Samples
Sample
Description
TPM
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
71.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
67.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
59.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
56.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
53.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
51.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
51.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
49.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
43.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
42.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
41.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
41.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
41.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
41.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
41.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
40.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
40.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
40.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
40.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
38.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
38.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
38.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
37.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
37.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
37.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
37.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
36.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
36.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
36.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
36.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
34.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
34.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
34.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
33.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
33.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
33.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
33.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
32.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
32.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
32.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
32.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
32.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
32.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
32.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
32.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
31.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
31.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
31.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
31.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
30.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
30.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
30.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
29.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
29.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
29.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
29.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
29.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
29.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
29.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
28.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
28.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
28.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
28.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
28.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
27.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
27.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
27.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
27.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
27.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
27.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
27.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
27.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
27.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
27.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
27.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
27.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
27.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
27.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
27.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
27.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
27.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
27.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
26.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
26.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
26.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
26.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
26.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
26.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
26.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
26.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
26.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
26.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
25.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
25.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
25.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
25.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
25.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
25.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
25.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
25.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
25.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
25.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
24.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
24.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
24.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
24.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
24.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
24.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
24.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
24.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
24.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
24.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
24.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
24.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
24.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
24.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
24.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
24.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
24.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
23.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
23.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
23.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
23.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
23.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
23.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
23.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
23.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
23.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
23.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
23.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
23.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
23.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
23.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
23.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
23.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
23.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
22.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
22.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
22.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
22.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
22.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
22.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
22.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
22.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
22.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
22.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
22.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
22.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
22.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
22.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
22.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
22.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
22.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
22.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
21.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
21.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
21.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
21.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
21.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
21.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
21.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
21.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
21.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
21.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
21.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
21.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
21.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
21.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
21.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
21.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
20.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
20.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
20.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
20.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
20.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
20.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
20.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
20.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
20.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
20.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
20.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
20.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
20.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
20.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
20.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
20.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
20.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
20.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
20.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
20.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
20.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
20.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
20.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
19.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
19.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
19.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
19.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
19.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
19.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
19.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
19.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
19.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
19.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
19.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
19.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
19.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
19.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
19.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
19.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
19.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
19.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
19.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
19.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
19.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
19.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
19.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
19.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
19.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
18.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
18.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
18.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
18.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
18.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
18.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
18.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
18.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
18.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
18.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
18.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
18.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
18.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
18.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
18.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
18.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
18.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
18.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
18.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
18.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
18.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
18.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
18.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
18.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
18.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
18.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
18.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
18.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
18.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
18.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
18.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
17.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
17.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
17.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
17.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
17.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
17.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
17.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
17.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
17.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
17.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
17.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
17.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
17.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
17.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
17.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
17.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
17.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
17.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
17.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
17.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
17.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
17.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
17.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
17.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
17.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
17.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
17.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
17.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
17.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
16.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
16.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
16.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
16.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
16.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
16.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
16.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
16.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
16.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
16.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
16.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
16.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
16.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
16.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
16.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
16.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
16.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
16.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
16.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
16.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
16.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
16.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
16.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
16.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
16.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
16.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
16.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
16.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
16.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
16.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
16.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
16.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
16.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
15.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
15.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
15.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
15.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
15.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
15.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
15.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
15.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
15.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
15.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
15.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
15.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
15.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
15.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
15.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
15.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
15.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
15.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
15.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
15.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
14.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
14.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
14.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
14.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
14.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
14.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
14.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
14.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
14.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
14.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
14.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
14.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
14.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
14.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
14.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
14.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
14.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
14.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
14.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
14.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
14.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
14.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
14.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
13.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
13.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
13.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
13.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
13.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
13.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
13.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
13.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
13.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
13.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
13.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
13.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
13.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
13.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
13.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
13.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
13.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
13.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
13.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
13.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
13.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
13.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
13.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
13.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
13.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
13.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
12.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
12.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
12.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
12.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
12.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
12.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
12.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
12.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
12.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
12.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
12.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
12.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
12.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
12.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
12.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
12.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
12.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
12.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
12.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
12.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
12.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
12.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
12.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
12.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
12.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
11.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
11.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
11.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
11.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
11.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
11.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
11.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
11.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
11.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
11.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
11.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
11.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
11.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
11.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
11.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
11.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
11.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
11.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
11.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
11.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
11.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
10.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
10.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
10.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
10.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
10.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
10.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
10.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
10.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
10.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
10.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
10.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
10.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
9.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
9.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
9.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
9.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
9.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
9.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
9.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
9.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
9.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
8.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
8.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
8.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
8.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
8.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
8.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
8.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
7.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
7.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
7.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
7.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
7.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
7.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
7.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
6.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
6.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
6.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
5.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
5.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
5.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
5.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
5.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
5.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
5.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
5.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
4.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
4.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
4.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
4.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
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.
PLEKHG2 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
6.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
19.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
15.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
15.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
14.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
12.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
12.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
11.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
11.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
11.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
11.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
11.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
11.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
9.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
9.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
9.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
9.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
8.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
8.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
8.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
8.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
8.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
7.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
7.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
7.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
7.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
7.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
7.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
7.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
6.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
6.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
6.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
6.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
6.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
6.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
6.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
6.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
6.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
6.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
5.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
5.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
5.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
5.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
5.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
5.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
5.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
5.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
4.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
4.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
4.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
4.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
4.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
4.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
4.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
4.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
4.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
4.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
3.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
3.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
3.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
3.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
3.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
3.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
3.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
3.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
2.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
2.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
2.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
2.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
2.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
2.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
2.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
1.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
1.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
1.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
1.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
1.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 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.
PLEKHG2 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
20.8
Number of samples
207
Samples
Sample
Description
TPM
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
52.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
52.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
51.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
50.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
49.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
47.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
44.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
41.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
41.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
39.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
38.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
37.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
37.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
37.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
36.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
36.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
36.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
35.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
35.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
35.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
33.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
33.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
32.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
32.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
32.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
32.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
31.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
31.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
30.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
30.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
30.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
30.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
30.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
30.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
30.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
29.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
29.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
29.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
28.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
28.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
27.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
27.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
27.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
27.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
26.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
26.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
26.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
26.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
25.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
25.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
25.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
25.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
25.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
25.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
25.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
25.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
25.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
25.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
24.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
24.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
24.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
24.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
24.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
24.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
24.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
24.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
23.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
23.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
23.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
23.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
23.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
23.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
23.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
23.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
23.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
22.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
22.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
22.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
21.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
21.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
21.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
21.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
21.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
21.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
20.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
20.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
20.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
20.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
20.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
20.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
20.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
20.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
20.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
20.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
20.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
20.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
19.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
19.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
19.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
19.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
19.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
19.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
19.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
19.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
19.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
19.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
19.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
19.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
19.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
18.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
18.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
18.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
18.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
18.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
18.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
18.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
18.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
17.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
17.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
17.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
17.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
17.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
17.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
17.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
16.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
16.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
16.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
16.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
16.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
16.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
16.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
16.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
16.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
16.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
15.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
15.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
15.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
15.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
15.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
15.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
15.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
15.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
14.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
14.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
14.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
14.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
14.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
14.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
14.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
14.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
14.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
14.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
14.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
14.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
13.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
13.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
13.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
13.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
13.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
13.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
13.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
13.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
12.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
12.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
12.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
12.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
12.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
12.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
12.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
11.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
11.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
11.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
11.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
11.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
11.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
11.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
11.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
10.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
10.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
9.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
9.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
9.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
9.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
9.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
9.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
8.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
8.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
8.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
8.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
7.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
7.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
7.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
7.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
7.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
6.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
6.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
6.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
6.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
5.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
5.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
5.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
4.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
