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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.
PRKCI 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
10.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
43.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
35.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
28.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
24.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
23.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
23.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
23.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
20.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
20.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
19.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
19.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
19.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
18.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
18.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
18.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
18.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
18.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
17.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
17.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
17.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
17.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
16.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
16.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
16.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
16.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
16.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
16.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
15.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
15.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
15.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
15.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
15.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
15.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
15.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
15.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
15.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
14.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
14.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
14.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
14.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
14.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
14.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
14.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
14.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
14.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
14.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
13.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
13.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
13.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
13.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
13.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
13.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
13.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
13.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
13.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
13.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
13.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
13.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
13.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
13.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
13.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
13.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
13.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
13.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
12.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
12.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
12.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
12.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
12.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
12.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
12.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
12.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
12.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
12.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
12.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
12.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
12.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
12.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
12.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
12.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
12.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
12.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
12.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
12.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
11.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
11.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
11.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
11.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
11.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
11.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
11.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
11.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
11.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
11.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
11.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
11.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
11.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
11.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
11.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
11.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
10.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
10.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
10.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
10.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
10.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
10.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
10.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
10.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
10.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
10.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
10.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
10.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
10.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
10.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
10.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
10.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
10.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
10.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
10.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
10.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
10.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
9.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
9.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
9.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
9.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
9.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
9.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
9.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
9.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
9.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
9.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
9.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
9.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
9.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
9.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
9.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
9.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
9.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
9.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
9.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
9.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
9.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
9.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
9.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
9.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
8.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
8.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
8.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
8.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
8.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
8.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
8.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
8.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
8.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
8.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
8.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
8.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
8.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
8.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
8.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
8.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
8.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
8.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
8.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
8.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
8.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
8.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
8.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
7.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
7.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
7.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
7.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
7.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
7.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
7.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
7.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
7.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
7.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
7.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
7.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
7.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
7.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
7.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
7.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
7.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
7.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
7.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
7.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
6.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
6.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
6.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
6.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
6.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
6.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
6.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
6.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
6.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
6.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
6.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
6.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
6.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
6.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
6.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
5.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
5.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
5.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
5.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
5.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
5.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
5.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
4.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
4.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
4.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
4.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
4.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
4.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
3.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
3.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
3.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
2.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
2.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
1.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 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.
PRKCI 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
20.3
Number of samples
486
Samples
Sample
Description
TPM
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
79.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
51.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
49.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
48.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
45.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
42.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
38.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
37.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
37.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
36.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
34.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
33.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
33.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
33.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
33.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
33.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
32.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
32.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
31.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
31.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
31.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
31.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
31.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
31.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
31.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
30.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
30.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
30.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
29.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
29.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
28.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
28.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
28.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
28.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
28.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
28.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
28.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
28.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
27.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
27.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
27.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
27.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
27.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
27.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
26.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
26.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
26.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
26.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
26.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
26.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
26.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
26.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
26.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
26.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
26.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
26.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
26.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
26.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
26.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
25.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
25.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
25.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
25.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
25.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
25.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
25.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
25.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
25.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
25.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
25.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
25.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
25.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
25.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
25.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
24.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
24.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
24.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
24.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
24.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
24.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
24.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
24.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
24.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
24.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
24.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
24.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
24.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
24.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
24.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
24.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
24.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
24.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
24.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
24.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
24.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
23.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
23.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
23.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
23.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
23.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
23.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
23.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
23.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
23.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
23.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
23.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
23.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
23.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
23.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
23.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
23.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
23.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
23.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
23.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
23.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
23.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
23.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
23.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
23.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
23.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
22.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
22.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
22.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
22.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
22.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
22.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
22.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
22.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
22.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
22.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
22.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
22.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
22.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
22.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
22.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
22.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
22.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
22.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
22.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
22.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
22.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
22.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
22.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
22.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
22.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
22.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
22.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
22.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
22.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
21.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
21.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
21.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
21.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
21.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
21.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
21.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
21.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
21.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
21.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
21.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
21.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
21.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
21.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
21.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
21.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
21.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
21.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
21.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
21.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
21.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
21.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
21.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
21.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
21.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
21.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
21.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
21.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
21.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
21.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
21.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
21.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
20.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
20.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
20.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
20.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
20.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
20.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
20.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
20.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
20.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
20.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
20.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
20.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
20.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
20.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
20.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
20.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
20.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
20.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
20.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
20.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
20.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
20.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
20.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
20.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
20.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
20.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
20.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
20.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
20.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
20.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
20.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
20.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
20.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
20.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
20.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
20.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
20.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
20.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
20.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
20.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
20.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
19.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
19.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
19.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
19.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
19.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
19.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
19.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
19.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
19.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
19.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
19.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
19.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
19.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
19.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
19.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
19.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
19.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
19.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
19.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
19.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
19.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
19.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
19.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
19.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
19.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
19.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
19.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
19.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
19.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
19.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
19.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
19.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
19.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
19.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
19.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
19.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
19.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
19.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
19.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
19.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
19.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
19.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
19.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
19.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
19.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
19.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
19.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
18.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
18.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
18.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
18.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
18.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
18.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
18.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
18.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
18.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
18.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
18.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
18.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
18.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
18.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
18.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
18.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
18.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
18.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
18.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
18.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
18.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
18.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
18.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
18.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
18.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
18.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
18.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
18.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
18.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
18.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
18.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
18.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
18.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
18.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
18.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
18.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
18.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
18.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
18.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
18.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
18.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
18.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
17.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
17.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
17.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
17.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
17.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
17.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
17.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
17.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
17.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
17.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
17.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
17.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
17.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
17.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
17.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
17.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
17.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
17.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
17.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
17.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
17.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
17.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
17.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
17.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
17.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
17.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
17.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
17.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
17.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
17.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
17.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
17.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
17.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
17.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
17.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
17.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
17.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
17.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
17.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
17.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
16.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
16.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
16.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
16.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
16.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
16.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
16.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
16.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
16.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
16.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
16.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
16.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
16.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
16.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
16.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
16.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
16.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
16.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
16.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
16.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
16.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
16.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
16.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
16.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
16.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
16.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
16.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
16.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
16.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
16.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
16.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
16.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
15.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
15.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
15.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
15.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
15.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
15.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
15.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
15.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
15.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
15.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
15.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
15.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
15.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
15.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
15.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
15.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
15.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
15.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
15.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
15.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
15.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
15.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
15.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
15.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
15.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
15.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
15.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
15.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
15.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
14.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
14.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
14.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
14.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
14.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
14.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
14.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
14.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
14.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
14.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
14.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
14.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
14.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
14.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
14.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
14.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
14.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
14.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
14.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
14.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
14.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
14.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
13.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
13.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
13.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
13.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
13.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
13.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
13.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
13.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
13.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
13.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
13.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
13.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
13.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
13.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
13.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
13.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
13.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
13.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
13.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
13.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
13.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
12.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
12.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
12.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
12.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
12.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
12.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
12.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
12.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
12.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
12.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
12.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
12.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
11.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
11.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
11.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
11.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
11.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
10.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
10.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.5
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.
PRKCI 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
11.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
29.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
24.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
23.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
22.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
22.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
18.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
18.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
17.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
16.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
16.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
16.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
15.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
15.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
15.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
15.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
15.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
15.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
15.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
14.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
14.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
14.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
13.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
13.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
13.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
13.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
13.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
13.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
13.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
13.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
12.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
12.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
12.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
12.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
11.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
11.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
11.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
11.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
11.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
11.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
11.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
11.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
11.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
11.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
10.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
10.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
10.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
10.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
10.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
10.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
10.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
10.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
9.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
9.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
9.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
9.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
9.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
9.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
9.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
9.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
8.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
8.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
8.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
8.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
8.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
7.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
7.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
7.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
7.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
7.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
6.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
6.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
6.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
6.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
6.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
6.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
5.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
5.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
2.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PRKCI is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
20.2
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
40.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
35.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
35.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
33.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
31.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
31.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
31.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
30.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
29.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
29.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
29.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
29.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
29.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
29.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
28.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
28.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
28.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
28.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
27.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
27.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
27.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
27.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
27.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
26.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
26.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
26.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
25.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
25.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
25.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
25.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
25.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
24.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
24.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
24.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
24.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
24.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
24.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
24.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
24.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
24.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
24.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
24.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
23.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
23.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
23.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
23.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
23.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
23.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
23.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
23.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
23.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
23.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
22.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
22.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
22.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
22.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
22.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
22.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
22.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
22.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
22.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
22.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
22.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
22.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
22.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
21.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
21.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
21.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
21.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
21.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
21.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
21.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
21.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
21.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
21.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
21.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
21.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
21.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
20.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
20.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
20.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
20.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
20.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
20.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
20.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
20.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
20.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
20.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
20.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
20.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
20.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
20.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
19.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
19.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
19.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
19.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
19.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
19.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
19.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
19.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
19.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
19.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
19.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
19.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
19.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
19.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
19.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
18.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
18.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
18.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
18.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
18.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
18.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
18.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
18.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
18.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
18.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
18.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
18.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
18.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
18.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
18.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
18.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
18.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
18.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
18.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
18.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
18.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
18.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
18.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
18.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
18.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
18.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
18.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
18.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
18.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
17.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
17.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
17.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
17.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
17.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
17.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
17.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
17.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
17.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
17.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
17.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
17.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
17.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
17.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
17.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
17.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
17.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
17.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
16.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
16.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
16.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
16.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
16.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
16.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
16.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
16.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
16.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
16.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
16.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
16.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
16.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
16.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
16.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
16.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
16.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
16.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
16.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
15.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
15.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
15.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
15.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
15.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
15.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
15.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
15.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
15.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
14.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
14.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
14.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
14.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
14.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
14.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
14.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
14.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
13.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
13.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
13.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
13.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
12.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
12.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
12.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
11.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
1.0
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.7
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.7
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.6
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.5
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.5
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.5
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.5
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.4
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.4
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.4
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.4
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.4
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.4
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.4
1c070992-647b-4173-a481-904c4d_D2
Normal
0.4
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.3
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.3
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.3
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.0
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.0
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.0
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.0
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.0
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.0
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.0
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.0
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.0
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.0
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.0
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.0
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.0
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.0
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.0
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.0
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.2
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.2
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.3
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.3
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.3
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.3
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.4
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.4
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.4
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.4
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.4
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.4
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.4
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.4
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.4
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.4
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.4
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.5
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.5
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.5
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.5
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.6
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.6
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.6
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.7
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.7
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.7
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.8
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.9
b2400046-1d25-429d-a821-6040a6
Tumor
-1.8
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
