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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.
PPM1B is potential prognostic, high expression is favorable 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
18.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
36.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
36.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
35.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
34.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
32.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
31.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
31.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
31.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
30.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
30.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
29.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
29.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
29.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
29.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
28.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
27.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
27.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
27.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
26.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
26.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
25.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
25.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
25.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
25.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
25.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
25.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
25.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
24.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
24.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
24.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
24.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
24.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
24.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
24.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
24.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
24.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
23.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
23.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
23.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
23.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
23.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
23.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
22.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
22.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
22.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
22.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
22.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
22.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
22.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
22.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
22.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
22.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
22.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
22.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
21.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
21.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
21.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
21.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
21.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
21.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
21.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
21.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
21.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
21.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
21.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
21.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
21.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
21.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
21.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
21.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
21.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
21.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
20.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
20.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
20.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
20.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
20.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
20.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
20.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
20.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
20.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
20.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
20.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
20.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
20.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
20.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
20.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
20.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
20.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
19.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
19.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
19.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
19.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
19.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
19.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
19.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
19.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
19.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
19.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
19.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
19.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
19.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
19.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
19.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
19.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
19.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
19.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
19.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
19.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
19.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
19.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
19.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
19.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
19.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
19.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
18.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
18.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
18.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
18.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
18.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
18.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
18.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
18.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
18.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
18.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
18.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
18.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
18.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
18.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
18.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
18.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
18.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
18.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
17.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
17.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
17.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
17.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
17.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
17.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
17.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
17.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
17.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
17.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
17.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
17.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
17.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
17.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
17.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
17.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
17.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
17.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
17.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
17.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
17.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
17.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
17.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
17.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
17.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
17.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
16.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
16.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
16.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
16.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
16.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
16.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
16.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
16.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
16.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
16.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
16.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
16.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
16.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
16.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
16.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
16.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
16.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
16.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
16.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
16.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
15.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
15.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
15.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
15.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
15.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
15.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
15.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
15.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
15.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
15.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
15.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
15.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
15.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
15.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
15.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
15.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
15.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
15.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
15.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
15.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
15.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
15.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
15.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
14.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
14.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
14.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
14.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
14.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
14.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
14.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
14.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
14.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
14.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
14.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
14.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
14.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
14.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
14.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
14.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
14.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
13.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
13.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
13.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
13.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
13.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
13.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
13.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
13.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
13.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
13.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
13.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
13.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
12.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
12.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
12.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
12.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
12.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
12.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
12.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
12.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
12.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
12.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
12.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
11.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
11.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
11.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
11.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
11.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
10.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
10.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
10.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
9.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
9.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
9.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 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.
PPM1B is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
21.6
Number of samples
486
Samples
Sample
Description
TPM
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
43.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
40.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
34.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
34.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
33.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
33.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
32.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
32.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
32.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
31.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
31.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
31.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
31.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
31.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
30.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
30.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
30.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
30.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
30.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
30.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
30.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
30.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
29.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
29.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
29.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
29.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
28.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
28.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
28.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
28.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
28.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
28.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
28.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
28.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
28.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
28.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
27.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
27.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
27.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
27.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
27.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
27.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
27.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
27.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
27.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
27.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
27.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
27.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
27.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
27.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
27.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
27.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
26.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
26.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
26.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
26.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
26.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
26.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
26.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
26.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
26.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
26.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
26.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
26.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
26.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
26.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
26.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
26.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
26.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
26.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
26.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
25.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
25.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
25.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
25.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
25.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
25.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
25.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
25.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
25.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
25.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
25.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
25.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
25.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
25.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
25.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
25.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
25.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
25.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
25.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
25.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
25.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
25.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
25.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
25.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
25.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
25.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
25.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
24.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
24.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
24.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
24.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
24.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
24.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
24.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
24.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
24.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
24.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
24.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
24.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
24.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
24.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
24.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
24.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
24.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
24.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
24.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
24.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
24.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
24.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
24.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
24.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
24.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
24.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
24.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
24.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
24.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
24.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
24.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
24.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
24.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
24.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
24.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
24.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
23.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
23.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
23.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
23.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
23.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
23.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
23.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
23.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
23.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
23.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
23.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
23.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
23.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
23.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
23.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
23.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
23.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
23.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
23.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
23.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
23.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
23.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
23.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
23.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
23.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
23.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
23.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
23.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
23.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
23.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
23.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
23.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
23.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
23.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
23.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
23.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
23.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
23.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
23.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
23.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
23.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
23.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
22.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
22.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
22.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
22.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
22.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
22.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
22.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
22.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
22.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
22.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
22.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
22.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
22.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
22.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
22.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
22.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
22.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
22.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
22.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
22.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
22.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
22.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
22.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
22.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
22.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
22.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
22.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
22.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
22.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
22.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
22.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
22.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
22.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
22.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
22.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
22.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
22.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
22.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
22.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
22.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
22.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
22.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
22.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
22.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
22.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
22.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
22.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
22.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
22.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
22.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
21.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
21.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
21.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
21.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
21.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
21.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
21.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
21.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
21.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
21.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
21.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
21.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
21.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
21.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
21.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
21.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
21.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
21.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
21.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
21.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
21.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
21.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
21.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
21.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
21.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
21.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
21.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
21.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
21.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
21.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
21.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
21.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
21.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
21.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
21.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
21.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
21.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
21.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
21.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
21.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
21.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
21.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
21.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
21.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
21.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
21.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
21.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
20.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
20.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
20.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
20.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
20.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
20.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
20.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
20.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
20.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
20.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
20.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
20.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
20.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
20.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
20.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
20.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
20.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
20.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
20.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
20.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
20.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
20.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
20.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
20.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
20.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
20.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
20.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
20.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
20.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
20.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
20.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
20.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
20.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
20.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
20.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
20.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
20.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
20.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
20.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
20.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
20.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
20.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
19.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
19.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
19.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
19.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
19.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
19.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
19.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
19.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
19.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
19.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
19.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
19.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
19.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
19.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
19.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
19.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
19.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
19.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
19.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
19.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
19.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
19.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
19.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
19.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
19.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
19.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
19.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
19.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
19.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
19.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
19.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
19.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
19.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
19.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
19.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
19.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
19.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
19.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
19.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
19.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
19.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
19.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
19.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
18.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
18.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
18.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
18.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
18.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
18.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
18.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
18.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
18.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
18.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
18.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
18.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
18.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
18.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
18.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
18.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
18.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
18.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
18.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
18.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
18.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
18.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
18.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
18.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
18.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
18.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
18.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
18.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
18.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
18.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
18.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
18.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
18.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
18.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
18.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
18.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
18.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
18.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
18.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
17.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
17.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
17.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
17.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
17.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
17.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
17.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
17.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
17.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
17.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
17.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
17.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
17.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
17.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
17.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
17.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
17.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
17.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
17.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
17.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
16.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
16.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
16.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
16.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
16.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
16.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
16.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
16.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
16.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
16.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
16.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
16.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
16.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
16.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
16.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
16.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
16.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
15.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
15.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
15.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
15.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
15.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
15.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
15.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
15.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
15.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
15.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
15.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
15.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
15.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
15.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
15.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
15.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
15.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
14.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
14.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
14.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
14.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
14.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
14.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
14.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
14.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
14.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
14.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
13.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
13.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
12.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
12.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
12.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
12.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
12.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
12.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
12.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
12.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
12.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
12.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
11.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
11.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
10.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
9.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.8
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.
PPM1B 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
19.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
35.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
33.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
33.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
29.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
27.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
27.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
25.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
25.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
25.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
25.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
25.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
25.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
24.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
24.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
24.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
24.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
23.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
23.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
23.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
23.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
23.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
23.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
23.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
23.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
22.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
22.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
22.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
22.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
21.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
21.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
21.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
21.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
21.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
21.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
20.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
20.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
20.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
20.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
20.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
20.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
20.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
19.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
19.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
19.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
18.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
18.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
18.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
18.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
18.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
18.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
18.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
18.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
18.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
18.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
18.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
18.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
18.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
18.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
17.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
17.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
17.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
17.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
17.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
17.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
17.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
17.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
17.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
16.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
16.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
16.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
16.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
15.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
15.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
15.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
15.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
14.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
14.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
13.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
13.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
13.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
12.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
12.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
12.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
11.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
10.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
9.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
8.9
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.
PPM1B 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
19.3
Number of samples
207
Samples
Sample
Description
TPM
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
34.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
29.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
29.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
29.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
28.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
28.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
28.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
28.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
28.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
27.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
27.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
27.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
27.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
27.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
27.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
27.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
27.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
27.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
27.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
27.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
27.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
26.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
26.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
26.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
26.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
25.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
25.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
25.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
25.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
25.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
25.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
25.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
25.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
24.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
24.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
24.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
24.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
24.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
24.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
23.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
23.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
23.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
23.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
23.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
22.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
22.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
22.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
22.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
22.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
22.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
22.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
22.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
22.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
22.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
22.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
22.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
22.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
22.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
21.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
21.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
21.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
21.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
21.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
21.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
21.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
21.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
21.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
21.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
21.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
21.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
21.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
21.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
21.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
20.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
20.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
20.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
20.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
20.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
20.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
20.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
20.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
20.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
20.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
20.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
20.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
20.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
20.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
20.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
20.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
20.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
20.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
20.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
20.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
20.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
20.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
20.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
19.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
19.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
19.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
19.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
19.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
19.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
19.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
19.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
19.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
18.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
18.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
18.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
18.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
18.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
18.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
18.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
18.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
18.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
18.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
18.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
18.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
18.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
18.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
18.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
17.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
17.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
17.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
17.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
17.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
17.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
17.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
17.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
17.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
17.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
17.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
17.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
17.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
17.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
16.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
16.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
16.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
16.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
16.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
16.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
16.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
16.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
16.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
16.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
16.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
16.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
16.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
16.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
16.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
16.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
15.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
15.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
15.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
15.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
15.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
15.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
15.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
15.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
15.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
15.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
15.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
15.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
14.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
14.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
14.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
14.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
14.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
14.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
14.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
14.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
14.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
14.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
14.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
14.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
14.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
14.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
14.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
13.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
13.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
13.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
13.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
13.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
13.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
13.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
13.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
13.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
13.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
12.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
12.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
12.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
12.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
12.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
12.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
11.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
11.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
10.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
9.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.6
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.5
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.5
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.5
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.5
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.5
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.5
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.5
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.4
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.4
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.4
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.4
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.4
82157a70-12f1-4913-b548-d98881_D2
Normal
0.4
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.4
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.4
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.4
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.4
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.4
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.4
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.4
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.3
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.3
b2400046-1d25-429d-a821-6040a6
Tumor
0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.3
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.3
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.3
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.2
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.1
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.0
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.0
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.0
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.0
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.0
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.0
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.0
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.0
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.0
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.0
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.0
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.0
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.0
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.0
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.0
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.0
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.0
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.0
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.0
43192517-085e-450e-9481-0a6713_D3
Tumor
0.0
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.0
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.3
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.3
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.3
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.3
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.3
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.3
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.4
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.4
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.4
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.5
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.6
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.6
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.7
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.7
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.8
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.9
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.9
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.9
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-1.0
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
