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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.
PPP2R1B 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
13.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
35.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
25.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
25.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
25.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
24.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
24.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
24.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
23.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
21.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
21.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
21.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
21.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
21.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
20.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
20.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
20.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
20.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
20.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
20.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
20.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
19.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
19.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
19.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
19.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
19.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
19.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
19.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
19.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
18.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
18.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
18.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
18.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
18.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
18.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
18.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
18.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
18.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
18.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
18.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
18.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
18.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
18.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
18.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
18.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
18.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
17.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
17.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
17.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
17.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
17.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
17.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
17.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
17.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
17.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
17.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
17.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
17.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
17.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
17.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
16.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
16.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
16.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
16.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
16.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
16.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
16.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
15.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
15.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
15.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
15.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
15.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
15.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
15.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
15.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
15.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
15.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
15.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
15.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
15.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
15.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
15.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
14.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
14.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
14.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
14.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
14.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
14.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
14.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
14.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
14.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
14.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
14.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
14.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
14.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
14.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
14.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
14.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
14.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
14.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
14.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
13.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
13.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
13.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
13.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
13.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
13.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
13.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
13.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
13.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
13.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
13.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
13.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
13.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
13.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
13.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
13.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
13.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
13.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
13.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
13.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
12.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
12.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
12.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
12.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
12.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
12.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
12.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
12.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
12.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
12.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
12.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
12.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
12.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
12.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
12.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
12.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
12.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
12.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
12.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
12.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
11.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
11.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
11.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
11.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
11.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
11.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
11.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
11.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
11.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
11.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
11.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
11.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
11.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
11.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
11.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
11.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
11.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
11.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
11.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
11.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
11.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
11.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
11.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
11.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
11.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
11.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
11.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
11.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
10.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
10.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
10.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
10.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
10.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
10.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
10.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
10.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
10.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
10.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
10.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
10.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
10.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
10.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
10.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
10.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
10.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
10.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
10.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
10.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
10.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
10.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
10.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
9.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
9.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
9.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
9.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
9.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
9.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
9.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
9.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
9.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
9.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
9.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
9.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
9.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
9.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
9.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
9.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
9.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
9.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
9.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
9.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
9.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
9.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
9.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
9.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
8.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
8.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
8.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
8.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
8.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
8.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
8.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
8.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
8.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
8.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
8.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
7.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
7.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
7.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
7.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
7.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
7.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
7.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
7.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
7.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
7.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
6.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
6.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
6.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
6.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
6.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
6.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
6.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
6.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
5.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
5.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
5.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
4.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 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.
PPP2R1B 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
23.1
Number of samples
486
Samples
Sample
Description
TPM
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
58.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
45.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
42.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
42.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
40.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
40.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
38.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
37.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
37.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
36.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
36.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
36.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
35.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
35.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
35.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
34.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
34.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
34.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
34.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
34.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
34.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
34.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
34.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
34.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
33.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
33.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
33.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
33.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
33.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
33.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
33.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
33.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
33.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
32.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
32.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
32.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
32.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
32.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
32.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
32.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
32.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
32.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
31.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
31.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
31.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
31.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
31.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
31.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
31.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
31.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
30.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
30.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
30.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
30.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
30.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
30.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
29.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
29.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
29.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
29.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
29.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
29.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
29.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
29.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
29.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
29.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
29.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
29.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
29.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
29.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
29.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
29.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
29.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
29.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
29.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
28.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
28.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
28.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
28.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
28.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
28.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
28.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
28.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
28.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
28.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
28.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
28.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
28.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
28.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
28.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
28.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
28.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
28.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
27.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
27.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
27.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
27.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
27.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
27.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
27.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
27.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
27.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
27.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
27.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
27.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
27.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
27.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
26.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
26.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
26.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
26.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
26.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
26.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
26.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
26.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
26.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
26.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
26.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
26.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
26.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
26.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
26.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
26.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
26.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
26.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
26.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
26.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
26.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
26.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
26.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
26.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
26.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
26.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
26.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
26.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
25.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
25.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
25.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
25.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
25.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
25.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
25.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
25.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
25.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
25.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
25.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
25.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
25.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
25.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
25.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
25.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
25.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
25.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
25.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
25.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
25.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
25.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
25.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
25.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
24.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
24.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
24.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
24.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
24.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
24.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
24.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
24.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
24.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
24.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
24.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
24.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
24.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
24.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
24.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
24.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
24.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
24.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
24.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
24.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
24.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
24.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
24.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
24.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
24.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
24.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
24.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
24.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
24.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
24.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
24.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
24.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
24.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
24.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
24.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
24.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
24.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
24.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
23.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
23.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
23.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
23.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
23.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
23.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
23.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
23.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
23.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
23.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
23.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
23.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
23.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
23.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
23.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
23.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
23.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
23.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
23.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
23.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
23.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
23.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
23.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
23.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
23.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
23.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
23.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
23.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
23.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
23.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
23.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
23.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
23.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
23.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
22.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
22.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
22.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
22.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
22.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
22.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
22.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
22.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
22.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
22.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
22.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
22.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
22.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
22.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
22.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
22.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
22.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
22.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
22.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
22.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
22.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
22.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
22.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
22.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
22.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
22.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
22.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
22.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
22.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
22.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
22.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
21.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
21.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
21.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
21.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
21.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
21.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
21.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
21.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
21.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
21.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
21.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
21.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
21.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
21.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
21.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
21.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
21.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
21.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
21.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
21.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
21.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
21.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
21.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
21.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
21.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
21.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
21.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
21.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
21.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
21.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
21.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
21.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
21.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
21.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
21.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
21.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
21.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
20.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
20.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
20.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
20.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
20.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
20.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
20.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
20.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
20.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
20.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
20.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
20.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
20.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
20.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
20.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
20.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
20.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
20.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
20.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
20.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
20.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
20.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
20.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
20.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
20.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
20.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
20.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
20.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
20.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
20.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
20.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
20.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
20.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
20.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
20.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
20.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
20.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
20.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
19.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
19.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
19.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
19.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
19.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
19.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
19.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
19.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
19.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
19.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
19.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
19.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
19.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
19.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
19.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
19.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
19.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
19.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
19.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
19.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
19.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
19.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
19.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
19.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
19.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
19.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
18.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
18.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
18.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
18.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
18.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
18.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
18.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
18.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
18.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
18.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
18.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
18.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
18.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
18.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
18.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
18.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
18.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
18.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
18.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
18.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
18.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
18.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
18.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
18.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
18.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
18.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
18.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
18.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
18.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
18.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
18.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
18.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
18.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
18.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
18.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
18.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
18.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
17.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
17.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
17.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
17.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
17.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
17.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
17.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
17.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
17.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
17.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
17.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
17.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
17.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
17.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
17.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
17.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
17.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
17.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
17.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
17.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
17.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
16.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
16.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
16.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
16.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
16.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
16.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
16.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
16.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
16.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
16.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
16.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
16.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
16.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
16.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
16.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
16.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
16.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
15.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
15.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
15.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
15.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
15.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
15.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
15.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
15.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
15.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
15.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
15.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
14.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
14.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
14.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
14.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
14.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
14.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
14.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
14.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
14.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
14.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
14.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
14.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
14.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
14.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
13.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
13.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
13.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
13.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
13.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
13.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
13.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
13.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
13.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
12.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
12.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
11.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
11.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
11.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
9.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
9.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.4
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PPP2R1B 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
12.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
33.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
29.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
25.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
23.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
20.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
20.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
20.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
19.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
19.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
19.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
18.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
18.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
18.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
18.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
17.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
17.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
17.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
16.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
16.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
15.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
15.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
15.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
14.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
14.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
14.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 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
14.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
14.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
14.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
14.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
13.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
13.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
13.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
13.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
13.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
13.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
13.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
13.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
13.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
13.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
12.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
12.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
12.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
12.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
11.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
11.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
11.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
11.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
11.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
11.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
11.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
11.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
11.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
10.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
10.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
10.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
10.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
10.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
10.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
10.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
10.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
10.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
10.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
10.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
10.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
9.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
9.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
9.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
9.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
9.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
9.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
9.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
9.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
8.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
8.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
8.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
7.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
5.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
4.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
3.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PPP2R1B 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
22.0
Number of samples
207
Samples
Sample
Description
TPM
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
60.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
43.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
40.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
39.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
37.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
36.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
35.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
34.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
33.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
33.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
33.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
32.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
32.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
31.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
31.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
31.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
30.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
30.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
29.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
29.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
29.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
29.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
28.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
28.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
27.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
27.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
27.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
27.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
27.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
27.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
27.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
26.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
26.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
26.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
26.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
26.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
26.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
25.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
25.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
25.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
25.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
25.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
25.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
25.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
25.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
25.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
25.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
25.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
25.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
25.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
25.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
25.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
24.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
24.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
24.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
24.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
24.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
24.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
24.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
24.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
24.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
24.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
24.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
24.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
24.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
24.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
24.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
24.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
24.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
23.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
23.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
23.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
23.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
23.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
23.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
23.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
23.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
23.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
23.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
23.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
23.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
23.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
23.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
23.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
23.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
23.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
23.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
22.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
22.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
22.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
22.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
22.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
22.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
22.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
22.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
22.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
22.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
22.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
22.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
21.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
21.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
21.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
21.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
21.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
21.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
21.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
21.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
21.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
21.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
21.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
20.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
20.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
20.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
20.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
20.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
20.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
20.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
20.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
20.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
20.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
20.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
20.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
20.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
20.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
20.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
20.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
20.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
20.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
19.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
19.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
19.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
19.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
19.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
19.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
19.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
19.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
19.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
19.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
19.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
19.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
19.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
19.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
19.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
18.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
18.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
18.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
18.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
18.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
18.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
18.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
18.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
18.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
18.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
18.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
18.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
18.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
18.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
18.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
18.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
17.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
17.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
17.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
17.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
17.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
17.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
17.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
16.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
16.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
16.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
16.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
16.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
16.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
16.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
16.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
16.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
16.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
15.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
15.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
15.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
15.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
15.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
15.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
15.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
15.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
15.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
15.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
15.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
14.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
14.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
14.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
14.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
14.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
14.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
13.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
13.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
13.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
13.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
13.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
12.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
12.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
12.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
11.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
9.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.4
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.4
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.3
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.3
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.3
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.3
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.3
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.3
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.2
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.2
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Normal
0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.2
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.1
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Normal
0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.1
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
58a92726-4d1f-4e44-8938-52b97d_D3
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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Normal
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
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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Normal
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
0.0
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Tumor
0.0
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.0
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Normal
0.0
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Normal
0.0
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.0
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.0
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.0
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.0
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
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Normal
0.0
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
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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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Normal
0.0
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Normal
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
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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Tumor
0.0
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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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Normal
-0.1
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Tumor
-0.1
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Normal
-0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.1
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Normal
-0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.1
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Normal
-0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.1
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Normal
-0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Normal
-0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.2
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Normal
-0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.3
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.3
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Tumor
-0.3
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Tumor
-0.4
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Normal
-0.4
b2400046-1d25-429d-a821-6040a6
Tumor
-0.4
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.5
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.5
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.6
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.7
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
