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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.
PLEKHG1 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
5.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
25.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
20.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
16.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
12.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
12.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
12.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
12.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
11.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
11.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
11.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
11.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
10.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
10.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
10.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
10.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
9.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
9.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
9.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
9.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
9.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
8.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
8.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
8.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
8.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
8.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
8.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
8.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
8.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
8.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
7.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
7.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
7.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
7.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
7.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
7.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
7.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
7.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
7.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
7.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
7.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
7.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
7.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
7.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
6.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
6.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
6.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
6.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
6.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
6.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
6.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
6.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
6.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
6.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
6.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
6.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
6.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
6.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
6.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
6.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
6.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
6.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
6.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
6.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
6.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
6.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
6.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
6.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
6.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
6.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
6.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
6.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
6.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
5.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
5.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
5.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
5.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
5.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
5.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
5.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
5.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
5.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
5.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
5.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
5.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
5.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
5.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
5.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
5.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
5.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
5.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
5.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
5.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
5.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
5.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
5.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
5.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
5.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
5.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
5.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
5.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
5.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
5.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
5.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
5.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
5.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
4.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
4.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
4.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
4.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
4.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
4.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
4.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
4.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
4.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
4.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
4.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
4.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
4.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
4.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
4.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
4.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
4.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
4.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
4.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
4.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
4.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
4.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
4.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
4.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
4.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
4.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
4.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
3.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
3.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
3.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
3.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
3.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
3.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
3.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
3.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
3.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
3.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
3.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
3.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
3.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
3.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
3.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
3.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
3.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
3.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
3.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
3.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
3.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
3.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
3.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
3.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
3.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
3.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
3.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
3.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
3.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
3.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
3.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
3.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
3.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
2.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
2.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
2.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
2.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
2.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
2.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
2.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
2.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
2.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
2.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
2.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
2.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
2.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
2.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
2.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
2.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
2.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
2.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
2.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
2.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
2.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
2.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
2.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
2.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
2.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
2.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
2.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
2.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
2.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
2.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
2.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
2.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
2.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
2.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
2.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
2.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
2.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
2.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
2.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
2.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
2.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
1.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
1.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
1.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
1.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
1.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
1.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
1.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
1.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
1.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
1.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
1.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
1.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
1.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
1.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
1.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
0.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
0.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 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.
PLEKHG1 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
21.4
Number of samples
486
Samples
Sample
Description
TPM
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
59.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
58.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
55.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
48.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
48.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
47.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
46.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
41.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
41.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
41.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
40.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
40.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
40.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
40.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
40.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
39.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
39.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
38.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
38.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
38.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
37.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
37.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
37.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
37.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
36.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
35.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
35.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
34.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
34.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
33.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
33.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
33.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
33.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
33.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
32.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
32.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
32.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
32.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
32.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
32.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
32.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
32.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
31.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
31.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
31.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
31.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
31.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
31.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
31.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
31.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
31.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
31.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
31.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
30.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
30.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
30.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
30.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
30.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
30.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
30.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
29.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
29.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
29.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
29.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
29.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
29.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
28.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
28.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
28.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
28.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
28.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
28.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
28.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
28.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
28.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
28.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
28.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
28.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
27.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
27.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
27.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
27.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
27.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
27.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
27.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
27.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
27.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
27.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
27.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
27.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
27.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
27.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
27.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
27.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
27.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
26.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
26.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
26.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
26.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
26.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
26.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
26.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
26.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
26.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
26.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
25.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
25.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
25.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
25.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
25.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
25.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
25.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
25.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
25.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
25.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
25.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
25.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
25.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
25.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
25.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
25.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
25.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
25.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
25.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
25.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
25.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
24.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
24.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
24.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
24.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
24.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
24.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
24.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
24.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
24.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
24.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
24.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
24.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
24.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
24.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
24.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
24.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
24.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
24.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
24.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
24.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
24.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
23.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
23.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
23.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
23.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
23.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
23.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
23.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
23.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
23.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
23.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
23.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
23.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
23.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
23.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
23.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
23.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
23.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
23.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
23.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
23.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
23.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
23.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
22.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
22.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
22.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
22.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
22.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
22.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
22.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
22.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
22.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
22.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
22.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
22.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
22.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
22.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
22.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
22.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
22.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
22.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
22.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
22.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
21.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
21.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
21.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
21.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
21.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
21.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
21.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
21.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
21.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
21.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
21.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
21.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
21.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
21.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
21.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
21.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
21.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
21.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
21.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
21.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
21.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
21.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
21.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
21.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
21.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
21.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
21.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
21.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
21.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
21.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
20.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
20.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
20.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
20.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
20.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
20.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
20.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
20.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
20.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
20.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
20.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
20.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
20.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
20.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
20.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
20.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
20.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
20.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
20.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
20.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
20.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
20.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
20.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
20.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
20.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
20.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
20.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
20.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
20.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
19.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
19.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
19.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
19.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
19.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
19.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
19.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
19.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
19.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
19.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
19.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
19.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
19.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
19.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
19.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
19.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
19.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
19.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
19.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
19.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
19.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
19.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
19.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
19.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
19.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
19.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
19.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
19.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
19.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
19.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
19.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
19.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
19.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
19.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
19.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
19.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
19.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
19.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
19.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
19.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
18.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
18.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
18.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
18.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
18.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
18.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
18.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
18.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
18.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
18.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
18.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
18.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
18.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
18.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
18.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
18.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
18.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
18.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
18.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
18.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
18.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
18.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
18.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
18.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
18.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
18.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
18.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
18.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
18.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
18.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
18.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
18.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
18.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
18.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
18.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
17.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
17.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
17.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
17.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
17.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
17.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
17.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
17.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
17.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
17.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
17.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
17.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
17.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
17.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
17.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
17.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
17.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
17.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
17.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
17.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
17.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
17.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
17.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
17.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
16.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
16.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
16.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
16.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
16.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
16.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
16.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
16.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
16.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
16.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
16.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
16.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
16.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
16.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
16.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
16.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
16.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
16.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
16.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
16.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
16.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
16.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
16.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
16.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
16.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
16.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
16.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
16.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
16.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
16.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
16.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
15.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
15.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
15.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
15.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
15.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
15.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
15.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
15.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
15.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
15.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
15.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
15.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
15.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
15.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
15.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
15.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
15.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
15.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
15.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
15.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
15.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
14.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
14.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
14.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
14.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
14.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
14.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
14.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
14.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
14.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
14.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
14.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
14.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
14.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
14.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
14.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
14.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
14.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
14.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
14.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
14.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
14.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
14.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
14.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
13.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
13.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
13.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
13.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
13.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
13.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
13.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
13.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
13.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
13.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
13.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
13.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
13.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
13.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
12.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
12.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
12.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
12.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
12.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
12.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
12.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
12.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
12.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
12.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
11.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
11.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
11.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
11.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
11.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
10.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
10.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
10.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
10.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
10.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
10.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
10.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
10.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
9.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
9.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
9.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
9.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
9.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
9.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
9.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
9.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
8.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
8.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
8.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
8.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
7.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
7.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
7.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
6.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
3.7
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.
PLEKHG1 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
5.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
18.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
10.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
10.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
9.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
9.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
9.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
8.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
8.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
8.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
8.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
8.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
8.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
8.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
7.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
7.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
7.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
7.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
6.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
6.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
6.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
6.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
6.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
6.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
6.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
6.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
5.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
5.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
5.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
5.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
5.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
5.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
5.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
5.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
5.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
5.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
5.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
4.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
4.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
4.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
4.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
4.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
4.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
4.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
4.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
4.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
4.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
4.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
4.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
3.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
3.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
3.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
3.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
3.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
3.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
3.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
3.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
3.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
3.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
3.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
3.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
3.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
3.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
3.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
3.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
3.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
2.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
2.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
2.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
2.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
2.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
2.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
2.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
2.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
1.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
1.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
1.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
1.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
0.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PLEKHG1 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
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
46.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
45.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
37.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
36.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
36.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
35.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
35.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
33.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
32.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
32.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
32.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
32.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
31.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
31.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
31.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
31.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
30.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
30.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
30.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
30.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
30.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
30.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
29.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
29.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
29.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
29.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
29.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
28.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
28.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
28.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
28.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
28.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
28.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
28.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
27.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
27.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
27.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
27.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
27.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
27.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
26.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
26.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
26.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
26.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
26.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
26.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
26.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
26.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
25.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
25.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
25.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
25.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
25.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
25.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
25.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
25.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
25.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
24.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
24.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
24.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
24.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
24.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
24.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
24.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
24.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
24.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
23.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
23.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
23.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
23.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
23.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
22.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
22.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
22.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
22.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
22.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
22.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
22.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
22.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
22.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
21.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
21.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
21.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
21.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
21.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
21.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
21.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
21.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
21.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
21.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
21.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
21.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
20.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
20.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
20.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
20.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
20.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
20.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
20.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
20.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
20.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
19.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
19.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
19.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
19.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
19.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
19.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
19.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
19.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
18.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
18.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
18.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
18.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
18.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
18.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
18.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
18.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
18.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
18.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
18.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
18.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
18.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
18.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
18.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
18.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
18.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
17.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
17.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
17.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
17.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
17.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
17.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
17.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
17.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
17.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
17.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
17.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
16.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
16.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
16.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
16.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
16.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
16.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
16.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
16.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
16.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
16.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
16.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
16.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
16.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
16.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
16.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
15.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
15.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
15.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
15.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
15.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
15.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
15.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
15.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
15.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
15.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
15.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
15.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
15.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
14.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
14.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
14.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
14.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
14.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
14.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
14.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
14.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
14.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
14.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
14.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
13.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
13.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
13.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
13.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
13.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
13.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
13.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
12.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
12.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
12.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
12.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
12.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
12.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
12.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
12.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
12.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
11.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
11.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
10.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
10.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
10.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
10.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
9.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
9.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
8.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
8.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
2.7
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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
