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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.
PRKCA 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
5.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
25.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
19.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
16.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
15.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
14.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
14.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
14.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
14.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
13.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
12.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
12.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
11.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
11.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
11.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
11.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
11.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
11.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
11.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
10.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
10.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
10.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
10.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
10.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
10.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
10.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
10.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
10.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
10.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
10.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
10.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
9.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
9.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
8.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
8.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
8.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
8.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
8.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
8.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
8.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
8.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
8.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
8.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
8.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
8.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
7.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
7.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
7.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
7.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
7.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
7.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
7.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
7.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
7.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
7.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
7.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
7.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
7.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
7.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
7.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
7.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
7.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
7.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
7.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
7.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
7.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
7.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
7.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
7.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
7.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
6.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
6.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
6.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
6.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
6.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
6.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
6.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
6.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
6.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
6.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
6.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
6.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
6.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
6.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
6.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
6.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
6.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
6.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
6.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
6.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
6.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
6.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
6.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
6.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
6.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
6.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
5.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
5.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
5.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
5.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
5.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
5.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
5.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
5.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
5.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
5.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
5.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
5.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
5.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
5.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
5.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
5.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
5.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
5.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
5.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
5.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
5.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
5.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
5.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
5.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
5.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
5.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
5.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
5.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
5.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
5.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
5.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
5.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
5.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
5.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
4.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
4.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
4.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
4.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
4.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
4.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
4.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
4.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
4.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
4.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
4.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
4.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
4.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
4.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
4.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
4.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
4.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
4.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
4.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
4.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
4.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
4.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
4.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
4.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
4.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
4.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
4.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
4.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
4.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
4.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
4.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
4.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
4.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
3.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
3.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
3.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
3.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
3.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
3.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
3.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
3.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
3.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
3.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
3.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
3.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
3.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
3.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
3.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
3.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
3.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
3.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
3.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
3.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
3.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
3.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
3.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
3.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
3.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
3.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
3.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
3.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
3.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
3.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
3.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
3.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
3.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
3.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
3.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
3.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
3.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
3.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
2.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
2.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
2.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
2.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
2.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
2.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
2.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
2.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
2.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
2.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
2.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
2.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
2.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
2.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
2.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
2.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
2.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
2.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
2.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
2.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
2.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
1.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
1.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
1.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
1.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
1.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
1.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 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.
PRKCA is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
14.9
Number of samples
486
Samples
Sample
Description
TPM
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
41.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
41.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
37.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
34.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
34.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
34.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
34.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
33.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
31.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
31.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
31.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
30.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
30.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
30.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
29.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
28.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
26.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
26.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
26.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
26.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
26.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
26.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
26.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
25.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
25.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
25.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
25.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
25.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
25.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
25.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
25.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
25.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
25.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
24.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
24.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
24.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
24.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
24.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
24.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
23.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
23.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
23.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
23.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
23.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
22.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
22.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
22.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
22.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
22.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
22.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
22.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
22.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
22.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
22.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
22.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
21.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
21.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
21.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
21.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
21.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
21.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
21.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
21.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
21.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
20.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
20.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
20.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
20.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
20.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
20.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
20.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
20.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
20.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
20.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
20.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
20.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
20.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
19.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
19.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
19.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
19.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
19.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
19.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
19.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
19.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
19.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
19.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
19.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
19.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
19.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
19.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
19.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
18.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
18.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
18.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
18.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
18.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
18.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
18.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
18.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
18.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
18.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
18.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
18.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
18.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
18.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
18.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
18.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
18.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
18.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
18.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
17.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
17.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
17.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
17.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
17.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
17.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
17.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
17.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
17.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
17.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
17.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
17.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
17.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
17.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
17.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
17.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
17.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
17.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
17.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
17.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
17.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
17.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
17.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
16.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
16.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
16.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
16.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
16.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
16.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
16.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
16.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
16.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
16.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
16.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
16.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
16.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
16.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
16.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
16.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
16.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
16.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
16.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
16.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
16.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
16.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
16.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
16.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
16.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
16.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
16.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
16.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
16.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
16.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
16.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
16.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
15.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
15.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
15.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
15.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
15.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
15.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
15.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
15.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
15.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
15.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
15.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
15.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
15.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
15.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
15.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
15.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
15.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
15.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
15.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
15.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
15.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
15.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
15.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
15.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
15.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
15.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
15.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
15.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
15.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
15.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
15.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
15.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
15.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
15.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
15.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
14.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
14.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
14.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
14.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
14.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
14.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
14.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
14.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
14.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
14.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
14.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
14.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
14.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
14.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
14.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
14.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
14.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
14.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
14.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
14.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
14.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
14.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
14.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
14.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
14.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
14.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
14.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
14.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
14.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
14.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
14.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
14.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
14.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
14.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
14.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
14.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
14.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
14.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
13.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
13.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
13.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
13.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
13.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
13.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
13.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
13.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
13.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
13.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
13.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
13.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
13.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
13.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
13.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
13.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
13.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
13.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
13.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
13.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
13.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
13.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
13.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
13.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
13.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
13.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
13.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
13.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
13.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
13.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
13.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
13.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
13.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
13.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
13.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
13.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
12.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
12.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
12.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
12.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
12.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
12.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
12.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
12.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
12.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
12.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
12.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
12.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
12.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
12.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
12.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
12.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
12.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
12.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
12.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
12.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
12.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
12.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
12.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
12.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
12.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
12.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
12.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
12.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
12.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
12.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
12.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
12.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
12.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
12.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
12.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
12.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
12.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
12.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
12.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
12.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
12.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
12.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
12.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
12.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
12.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
11.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
11.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
11.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
11.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
11.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
11.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
11.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
11.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
11.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
11.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
11.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
11.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
11.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
11.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
11.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
11.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
11.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
11.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
11.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
11.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
11.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
11.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
11.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
11.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
11.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
11.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
11.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
11.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
11.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
11.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
11.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
11.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
11.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
11.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
11.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
11.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
11.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
11.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
10.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
10.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
10.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
10.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
10.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
10.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
10.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
10.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
10.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
10.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
10.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
10.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
10.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
10.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
10.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
10.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
10.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
10.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
10.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
10.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
10.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
10.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
10.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
10.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
10.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
10.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
10.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
10.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
10.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
10.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
10.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
10.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
9.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
9.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
9.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
9.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
9.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
9.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
9.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
9.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
9.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
9.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
9.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
9.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
9.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
9.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
9.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
9.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
9.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
9.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
9.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
9.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
9.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
9.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
9.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
9.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
9.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
9.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
9.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
9.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
9.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
9.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
9.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
8.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
8.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
8.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
8.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
8.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
8.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
8.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
8.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
8.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
8.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
8.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
8.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
8.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
8.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
8.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
8.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
8.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
8.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
8.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
8.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
8.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
8.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
8.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
8.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
8.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
7.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
7.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
7.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
7.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
7.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
7.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
7.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
7.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
7.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
7.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
7.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
6.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
6.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
6.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
6.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
6.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
6.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
5.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
5.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
5.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
5.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
5.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
4.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
4.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
4.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PRKCA 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
5.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
46.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
14.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
11.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
10.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
10.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
10.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
10.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
9.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
9.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
9.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
9.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
9.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
7.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
7.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
7.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
7.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
7.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
7.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
7.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
7.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
6.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
6.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
6.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
6.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
6.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
6.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
6.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
6.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
6.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
5.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
5.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
5.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
5.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
5.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
5.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
5.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
5.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
5.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
4.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
4.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
4.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
4.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
4.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
4.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
4.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
4.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
4.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
4.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
4.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
4.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
4.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
4.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
4.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
4.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
4.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
4.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
4.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
4.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
4.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
3.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
3.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
3.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
3.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
3.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
3.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
3.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
3.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
3.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
3.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
2.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
2.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
2.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
2.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
1.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
1.4
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.
PRKCA 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
13.4
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
38.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
32.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
26.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
25.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
24.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
24.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
24.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
23.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
22.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
21.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
21.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
21.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
21.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
21.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
21.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
21.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
20.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
20.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
20.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
19.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
19.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
19.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
18.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
18.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
18.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
17.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
17.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
17.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
17.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
17.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
17.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
16.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
16.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
16.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
16.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
16.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
16.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
16.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
16.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
16.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
16.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
16.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
16.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
16.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
16.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
16.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
16.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
16.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
16.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
15.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
15.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
15.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
15.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
15.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
15.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
15.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
15.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
15.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
15.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
15.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
15.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
15.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
15.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
14.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
14.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
14.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
14.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
14.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
14.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
14.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
14.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
14.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
14.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
14.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
14.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
14.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
14.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
14.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
13.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
13.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
13.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
13.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
13.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
13.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
13.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
13.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
13.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
13.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
13.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
13.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
13.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
13.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
13.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
13.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
13.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
13.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
12.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
12.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
12.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
12.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
12.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
12.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
12.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
12.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
12.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
12.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
12.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
12.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
12.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
12.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
12.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
12.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
12.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
12.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
12.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
12.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
12.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
12.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
11.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
11.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
11.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
11.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
11.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
11.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
11.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
11.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
11.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
11.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
11.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
11.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
11.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
11.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
11.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
11.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
11.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
11.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
11.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
11.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
11.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
10.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
10.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
10.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
10.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
10.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
10.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
10.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
10.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
10.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
10.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
10.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
10.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
10.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
10.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
9.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
9.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
9.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
9.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
9.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
9.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
9.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
9.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
9.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
9.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
9.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
9.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
9.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
9.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
8.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
8.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
8.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
8.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
8.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
8.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
8.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
8.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
8.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
8.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
8.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
8.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
7.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
7.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
7.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
7.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
7.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
7.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
6.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
6.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
6.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
6.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
6.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
5.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
5.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
5.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
4.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
02cde0c0-6840-495b-9b11-007d82_D2
Normal
2.0
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
1.9
2666323d-522f-4f0a-823c-ff8866_D2
Normal
1.8
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
1.8
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
1.6
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
1.4
16ac8458-5200-4302-9ad0-b311df_D2
Normal
1.4
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
1.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
1.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
1.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
1.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
1.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
1.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
1.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
1.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
1.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
1.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
1.0
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
1.0
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
1.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
1.0
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
1.0
c307b7b0-534a-45fa-a420-35f773_D2
Normal
1.0
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.9
963fc8db-f412-4427-a198-23f660_D2
Normal
0.9
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.9
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.9
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.9
41a04113-2061-4923-bca5-da586c_D2
Normal
0.9
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.9
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.9
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.9
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.8
1c070992-647b-4173-a481-904c4d_D2
Normal
0.8
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.8
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.8
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.8
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.8
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.7
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.7
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.7
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.7
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.7
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.7
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.7
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.7
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.6
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.6
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.6
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.6
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.6
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.6
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.5
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.5
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.5
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.5
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.5
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.5
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.4
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.4
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.4
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.4
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.4
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.4
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.4
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.4
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.4
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.3
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.3
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.1
b2400046-1d25-429d-a821-6040a6
Tumor
0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.0
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.3
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.3
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.3
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.3
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.3
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.3
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.4
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.4
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.4
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.4
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.4
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.4
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.4
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.4
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.4
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.5
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.5
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.5
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.5
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.5
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.5
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.5
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.5
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.5
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.5
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.6
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.6
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.6
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.6
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.6
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.6
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.6
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.6
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.6
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.6
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.6
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.6
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.7
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.7
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.7
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.7
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.7
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.7
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.7
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.7
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.7
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.8
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.8
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.8
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.8
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.8
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.8
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.8
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.8
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.8
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.8
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.9
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.9
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.9
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.9
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.9
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-1.0
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-1.0
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-1.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-1.0
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-1.0
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-1.0
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-1.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-1.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-1.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-1.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-1.3
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-1.4
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
