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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.
PPP2R5E 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
12.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
54.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
27.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
27.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
24.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
23.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
23.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
23.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
23.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
23.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
22.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
22.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
21.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
21.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
21.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
20.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
20.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
20.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
19.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
19.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
19.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
18.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
18.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
18.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
18.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
18.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
18.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
18.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
17.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
17.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
17.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
17.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
17.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
17.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
17.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
17.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
17.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
16.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
16.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
16.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
16.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
16.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
16.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
16.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
16.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
15.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
15.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
15.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
15.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
15.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
15.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
15.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
15.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
15.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
15.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
14.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
14.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
14.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
14.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
14.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
14.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
14.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
14.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
14.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
14.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
14.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
14.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
14.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
14.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
14.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
14.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
14.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
14.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
14.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
14.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
14.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
14.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
14.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
14.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
14.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
13.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
13.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
13.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
13.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
13.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
13.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
13.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
13.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
13.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
13.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
13.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
13.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
13.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
13.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
13.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
13.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
13.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
12.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
12.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
12.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
12.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
12.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
12.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
12.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
12.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
12.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
12.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
12.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
12.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
12.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
12.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
12.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
12.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
12.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
12.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
12.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
12.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
12.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
12.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
12.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
12.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
12.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
12.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
12.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
12.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
12.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
12.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
12.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
11.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
11.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
11.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
11.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
11.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
11.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
11.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
11.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
11.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
11.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
11.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
11.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
11.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
11.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
11.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
11.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
11.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
11.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
11.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
11.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
10.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
10.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
10.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
10.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
10.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
10.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
10.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
10.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
10.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
10.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
10.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
10.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
10.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
10.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
10.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
10.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
10.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
10.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
10.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
10.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
10.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
10.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
10.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
10.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
10.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
9.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
9.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
9.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
9.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
9.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
9.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
9.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
9.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
9.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
9.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
9.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
9.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
9.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
9.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
9.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
9.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
9.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
9.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
8.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
8.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
8.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
8.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
8.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
8.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
8.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
8.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
8.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
8.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
8.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
8.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
8.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
8.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
8.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
8.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
8.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
8.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
7.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
7.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
7.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
7.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
7.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
7.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
7.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
7.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
7.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
7.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
7.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
7.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
7.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
7.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
7.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
7.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
7.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
7.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
7.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
7.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
7.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
7.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
6.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
6.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
6.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
6.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
6.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
6.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
6.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
6.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
6.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
6.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
6.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
5.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
5.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
5.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
5.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
4.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
4.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 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.
PPP2R5E 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
29.2
Number of samples
486
Samples
Sample
Description
TPM
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
60.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
57.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
49.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
49.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
48.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
47.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
45.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
45.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
44.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
44.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
44.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
44.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
43.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
43.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
43.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
43.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
43.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
43.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
43.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
42.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
42.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
42.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
42.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
42.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
42.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
42.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
42.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
42.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
42.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
41.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
41.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
41.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
41.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
41.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
41.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
40.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
40.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
40.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
40.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
40.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
39.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
39.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
39.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
39.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
39.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
39.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
39.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
39.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
39.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
39.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
38.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
38.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
38.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
38.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
38.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
38.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
38.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
38.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
38.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
38.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
37.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
37.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
37.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
37.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
37.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
37.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
37.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
37.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
37.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
37.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
36.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
36.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
36.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
36.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
36.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
36.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
36.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
36.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
36.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
36.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
36.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
36.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
36.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
36.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
36.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
36.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
36.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
36.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
35.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
35.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
35.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
35.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
35.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
35.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
35.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
35.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
35.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
35.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
35.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
35.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
35.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
35.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
35.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
35.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
35.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
35.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
35.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
35.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
34.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
34.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
34.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
34.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
34.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
34.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
34.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
34.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
34.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
34.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
34.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
34.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
34.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
34.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
34.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
34.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
34.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
34.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
33.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
33.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
33.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
33.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
33.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
33.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
33.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
33.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
33.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
33.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
33.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
33.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
33.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
33.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
33.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
33.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
33.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
33.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
33.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
33.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
33.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
33.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
32.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
32.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
32.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
32.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
32.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
32.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
32.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
32.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
32.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
32.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
32.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
32.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
32.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
32.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
32.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
32.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
32.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
32.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
32.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
32.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
32.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
32.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
32.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
32.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
32.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
32.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
32.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
32.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
32.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
32.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
32.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
32.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
32.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
32.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
32.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
32.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
32.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
31.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
31.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
31.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
31.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
31.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
31.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
31.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
31.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
31.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
31.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
31.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
31.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
31.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
31.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
31.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
31.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
31.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
31.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
31.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
31.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
30.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
30.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
30.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
30.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
30.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
30.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
30.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
30.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
30.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
30.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
30.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
30.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
30.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
30.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
30.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
30.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
30.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
30.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
29.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
29.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
29.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
29.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
29.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
29.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
29.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
29.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
29.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
29.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
29.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
29.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
29.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
29.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
29.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
29.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
29.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
29.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
28.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
28.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
28.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
28.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
28.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
28.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
28.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
28.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
28.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
28.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
28.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
28.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
28.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
28.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
28.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
28.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
28.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
28.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
28.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
28.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
28.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
28.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
28.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
28.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
28.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
28.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
27.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
27.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
27.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
27.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
27.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
27.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
27.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
27.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
27.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
27.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
27.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
27.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
27.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
27.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
27.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
27.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
27.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
27.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
27.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
26.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
26.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
26.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
26.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
26.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
26.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
26.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
26.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
26.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
26.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
26.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
26.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
26.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
26.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
26.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
26.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
26.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
26.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
26.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
26.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
26.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
26.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
26.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
26.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
26.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
26.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
26.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
26.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
26.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
25.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
25.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
25.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
25.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
25.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
25.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
25.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
25.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
25.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
25.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
25.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
25.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
25.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
25.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
25.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
25.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
24.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
24.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
24.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
24.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
24.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
24.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
24.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
24.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
24.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
24.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
24.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
24.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
24.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
24.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
24.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
24.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
24.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
24.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
24.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
24.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
24.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
24.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
24.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
24.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
24.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
24.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
24.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
23.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
23.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
23.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
23.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
23.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
23.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
23.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
23.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
23.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
23.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
23.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
23.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
23.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
23.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
23.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
23.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
23.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
23.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
23.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
22.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
22.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
22.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
22.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
22.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
22.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
22.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
22.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
22.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
22.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
22.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
22.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
22.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
22.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
22.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
22.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
22.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
22.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
22.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
22.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
22.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
22.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
22.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
22.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
22.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
22.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
22.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
21.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
21.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
21.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
21.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
21.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
21.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
21.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
21.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
21.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
21.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
21.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
21.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
21.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
21.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
21.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
21.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
21.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
21.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
21.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
21.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
21.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
21.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
20.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
20.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
20.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
20.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
20.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
20.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
20.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
20.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
20.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
20.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
20.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
20.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
20.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
20.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
20.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
20.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
19.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
19.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
19.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
19.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
19.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
19.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
19.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
19.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
19.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
19.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
19.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
19.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
18.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
18.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
18.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
18.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
18.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
18.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
17.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
17.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
17.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
17.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
17.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
16.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
16.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
16.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
15.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
15.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
15.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
15.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
15.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
15.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
14.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
14.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
14.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
13.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
12.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
12.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.0
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.
PPP2R5E 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
12.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
30.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
26.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
23.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
21.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
20.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
20.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
18.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
18.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
17.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
17.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
17.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
16.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
16.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
16.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
16.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
16.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
16.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
15.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
15.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
14.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
14.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
14.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
14.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
14.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
14.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
14.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
14.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
14.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
13.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
13.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
13.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
13.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
13.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
13.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
13.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
12.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
12.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
12.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
12.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
12.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
12.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
11.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
11.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
11.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
11.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
11.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
10.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
10.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
10.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
10.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
10.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
10.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
10.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
10.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
10.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
10.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
10.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
9.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
9.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
9.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
9.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
9.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
8.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
8.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
8.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
8.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
8.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
8.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
8.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
8.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
8.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
8.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
8.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
8.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
8.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
7.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
7.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
7.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
7.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
7.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
7.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
7.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
7.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
6.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.1
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.
PPP2R5E 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
26.8
Number of samples
207
Samples
Sample
Description
TPM
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
53.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
51.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
46.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
45.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
44.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
43.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
43.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
42.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
41.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
41.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
39.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
39.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
39.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
38.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
38.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
38.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
37.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
37.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
37.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
37.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
36.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
36.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
36.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
36.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
35.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
35.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
34.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
34.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
34.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
33.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
33.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
33.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
33.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
33.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
33.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
33.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
33.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
32.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
32.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
32.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
32.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
32.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
31.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
31.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
31.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
31.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
31.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
30.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
30.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
30.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
30.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
30.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
30.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
30.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
30.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
30.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
29.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
29.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
29.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
29.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
29.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
29.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
29.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
29.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
29.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
29.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
29.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
29.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
29.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
29.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
29.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
29.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
29.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
29.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
28.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
28.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
28.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
28.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
28.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
28.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
28.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
28.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
28.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
28.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
28.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
28.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
28.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
27.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
27.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
27.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
27.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
27.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
27.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
27.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
27.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
27.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
27.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
27.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
27.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
26.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
26.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
26.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
26.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
26.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
26.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
26.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
26.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
26.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
26.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
26.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
26.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
26.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
25.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
25.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
25.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
25.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
25.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
25.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
25.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
25.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
25.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
25.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
25.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
25.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
24.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
24.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
24.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
24.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
24.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
24.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
24.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
24.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
24.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
24.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
23.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
23.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
23.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
23.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
23.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
23.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
23.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
23.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
23.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
23.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
23.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
23.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
23.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
22.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
22.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
22.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
22.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
22.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
22.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
22.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
22.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
22.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
22.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
22.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
22.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
22.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
22.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
21.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
21.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
21.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
21.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
21.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
21.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
21.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
21.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
20.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
20.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
19.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
19.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
19.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
19.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
19.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
18.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
18.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
18.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
18.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
18.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
18.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
18.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
18.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
17.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
17.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
17.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
17.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
16.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
16.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
16.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
16.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
16.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
16.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
16.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
15.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
15.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
15.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
15.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
15.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
15.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
14.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
14.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
13.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
11.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.6
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.6
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.5
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.5
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.5
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.5
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.5
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.4
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.4
82157a70-12f1-4913-b548-d98881_D2
Normal
0.4
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.3
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.3
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.3
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.3
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.3
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.3
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.3
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.3
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.3
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.3
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
0.2
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Normal
0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.2
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.2
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.1
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Normal
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
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Tumor
0.1
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Normal
0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.1
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Tumor
0.1
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Normal
0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.1
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Normal
0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.1
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Tumor
0.1
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.0
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
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Normal
0.0
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Tumor
0.0
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.0
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Tumor
0.0
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.0
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.0
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Tumor
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
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Tumor
-0.1
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Normal
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.1
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Normal
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
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Tumor
-0.1
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Normal
-0.1
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Tumor
-0.1
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Normal
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
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Tumor
-0.1
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Normal
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.2
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Tumor
-0.2
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Normal
-0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.2
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Tumor
-0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.2
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Tumor
-0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.3
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Tumor
-0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.4
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.4
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Tumor
-0.4
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Tumor
-0.4
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.4
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.5
b2400046-1d25-429d-a821-6040a6
Tumor
-0.6
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
