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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.
PPAT is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
10.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
35.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
25.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
25.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
24.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
21.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
18.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
17.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
17.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
17.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
17.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
16.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
16.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
16.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
16.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
16.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
16.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
15.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
15.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
15.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
15.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
15.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
15.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
15.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
15.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
15.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
14.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
14.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
14.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
14.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
14.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
14.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
14.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
14.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
14.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
14.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
14.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
13.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
13.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
13.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
13.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
13.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
13.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
13.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
13.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
13.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
13.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
13.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
12.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
12.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
12.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
12.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
12.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
12.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
12.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
12.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
12.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
12.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
12.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
12.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
12.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
12.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
12.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
12.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
11.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
11.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
11.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
11.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
11.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
11.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
11.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
11.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
11.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
11.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
11.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
11.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
11.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
11.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
11.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
11.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
11.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
11.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
11.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
11.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
11.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
11.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
11.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
11.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
11.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
11.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
10.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
10.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
10.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
10.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
10.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
10.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
10.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
10.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
10.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
10.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
10.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
10.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
10.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
10.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
10.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
10.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
10.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
10.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
10.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
10.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
10.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
10.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
10.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
10.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
10.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
10.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
10.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
9.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
9.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
9.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
9.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
9.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
9.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
9.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
9.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
9.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
9.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
9.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
9.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
9.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
9.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
9.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
9.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
9.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
9.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
9.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
9.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
9.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
9.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
9.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
9.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
9.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
9.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
9.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
9.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
8.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
8.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
8.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
8.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
8.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
8.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
8.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
8.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
8.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
8.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
8.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
8.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
8.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
8.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
8.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
8.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
8.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
8.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
8.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
8.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
8.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
8.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
8.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
8.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
8.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
8.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
8.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
8.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
7.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
7.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
7.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
7.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
7.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
7.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
7.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
7.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
7.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
7.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
7.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
7.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
7.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
7.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
7.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
7.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
7.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
7.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
7.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
7.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
7.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
7.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
7.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
7.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
7.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
7.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
7.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
7.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
6.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
6.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
6.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
6.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
6.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
6.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
6.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
6.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
6.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
6.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
6.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
6.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
6.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
6.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
6.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
6.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
6.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
6.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
5.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
5.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
5.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
5.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
5.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
5.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
5.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
5.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
5.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
5.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
5.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
5.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
5.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
5.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
5.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
5.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
4.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
4.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
4.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
4.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
3.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
3.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
3.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
3.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
3.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
2.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 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.
PPAT 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
9.1
Number of samples
486
Samples
Sample
Description
TPM
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
29.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
21.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
20.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
20.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
19.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
19.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
18.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
18.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
18.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
18.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
17.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
17.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
17.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
16.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
16.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
16.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
16.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
16.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
16.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
16.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
16.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
16.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
16.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
15.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
15.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
15.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
15.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
15.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
15.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
15.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
14.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
14.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
14.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
14.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
14.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
14.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
14.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
14.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
14.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
13.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
13.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
13.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
13.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
13.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
13.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
13.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
13.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
13.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
13.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
13.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
13.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
13.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
13.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
13.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
13.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
13.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
13.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
13.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
12.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
12.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
12.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
12.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
12.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
12.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
12.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
12.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
12.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
12.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
12.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
12.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
12.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
12.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
12.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
12.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
12.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
12.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
12.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
12.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
12.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
12.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
12.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
12.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
12.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
12.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
12.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
12.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
11.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
11.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
11.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
11.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
11.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
11.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
11.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
11.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
11.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
11.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
11.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
11.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
11.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
11.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
11.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
11.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
11.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
11.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
11.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
11.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
11.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
11.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
11.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
11.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
11.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
11.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
11.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
11.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
11.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
11.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
11.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
10.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
10.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
10.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
10.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
10.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
10.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
10.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
10.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
10.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
10.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
10.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
10.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
10.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
10.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
10.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
10.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
10.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
10.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
10.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
10.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
10.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
10.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
10.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
10.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
10.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
10.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
10.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
10.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
10.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
10.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
10.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
10.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
10.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
10.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
10.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
9.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
9.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
9.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
9.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
9.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
9.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
9.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
9.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
9.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
9.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
9.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
9.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
9.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
9.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
9.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
9.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
9.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
9.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
9.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
9.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
9.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
9.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
9.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
9.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
9.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
9.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
9.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
9.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
9.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
9.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
9.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
9.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
9.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
9.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
9.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
9.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
9.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
9.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
9.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
9.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
9.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
9.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
9.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
9.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
9.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
9.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
9.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
9.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
9.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
9.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
9.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
9.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
9.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
9.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
9.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
9.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
9.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
9.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
9.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
9.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
9.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
9.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
9.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
9.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
9.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
9.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
9.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
9.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
9.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
9.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
9.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
8.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
8.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
8.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
8.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
8.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
8.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
8.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
8.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
8.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
8.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
8.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
8.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
8.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
8.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
8.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
8.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
8.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
8.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
8.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
8.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
8.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
8.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
8.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
8.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
8.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
8.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
8.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
8.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
8.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
8.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
8.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
8.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
8.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
8.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
8.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
8.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
8.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
8.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
8.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
8.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
8.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
8.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
8.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
8.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
8.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
8.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
8.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
8.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
8.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
8.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
8.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
8.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
8.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
8.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
8.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
8.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
8.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
8.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
8.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
8.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
8.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
7.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
7.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
7.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
7.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
7.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
7.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
7.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
7.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
7.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
7.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
7.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
7.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
7.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
7.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
7.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
7.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
7.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
7.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
7.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
7.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
7.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
7.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
7.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
7.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
7.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
7.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
7.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
7.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
7.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
7.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
7.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
7.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
7.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
7.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
7.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
7.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
7.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
7.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
7.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
7.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
7.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
7.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
7.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
7.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
7.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
7.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
7.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
7.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
7.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
7.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
7.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
7.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
7.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
7.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
7.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
7.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
7.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
7.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
7.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
7.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
7.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
7.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
7.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
7.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
7.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
7.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
7.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
6.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
6.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
6.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
6.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
6.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
6.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
6.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
6.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
6.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
6.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
6.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
6.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
6.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
6.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
6.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
6.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
6.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
6.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
6.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
6.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
6.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
6.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
6.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
6.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
6.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
6.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
6.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
6.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
6.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
6.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
6.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
6.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
6.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
6.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
6.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
6.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
6.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
6.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
6.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
6.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
6.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
6.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
6.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
6.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
6.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
6.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
6.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
6.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
6.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
6.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
6.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
6.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
6.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
6.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
6.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
5.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
5.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
5.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
5.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
5.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
5.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
5.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
5.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
5.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
5.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
5.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
5.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
5.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
5.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
5.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
5.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
5.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
5.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
5.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
5.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
5.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
5.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
5.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
5.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
5.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
5.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
5.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
5.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
5.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
5.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
5.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
5.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
5.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
5.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
5.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
5.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
5.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
5.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
5.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
5.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
4.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
4.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
4.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
4.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
4.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
4.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
4.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
4.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
4.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
4.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
4.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
4.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
4.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
4.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
4.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
4.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
4.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
4.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
4.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
4.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
4.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
4.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
4.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
3.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
3.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
3.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
3.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
3.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
3.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
3.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
3.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
3.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
2.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PPAT 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
10.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
23.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
22.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
21.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
20.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
18.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
17.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
16.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
16.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
16.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
16.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
15.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
15.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
15.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
14.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
14.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
14.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
13.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
13.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
13.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
13.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
13.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
12.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
12.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
12.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
12.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
12.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
12.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
12.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
12.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
12.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
12.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
11.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
11.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
11.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
11.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
10.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
10.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
10.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
10.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
10.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
10.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
9.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
9.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
9.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
8.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
8.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
8.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
8.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
8.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
8.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
8.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
8.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
8.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
8.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
8.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
8.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
8.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
8.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
8.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
8.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
8.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
7.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
7.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
7.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
7.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
7.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
7.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
7.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
7.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
7.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
6.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
6.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
6.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
5.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
5.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
5.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
5.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
5.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
5.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
5.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
4.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
4.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
4.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PPAT 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
8.0
Number of samples
207
Samples
Sample
Description
TPM
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
20.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
18.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
17.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
16.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
15.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
15.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
15.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
15.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
14.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
14.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
13.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
13.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
13.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
13.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
13.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
13.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
12.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
12.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
12.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
12.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
12.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
12.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
12.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
12.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
12.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
12.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
11.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
11.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
11.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
11.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
11.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
11.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
10.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
10.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
10.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
10.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
10.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
10.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
10.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
10.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
10.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
9.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
9.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
9.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
9.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
9.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
9.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
9.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
9.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
9.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
9.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
9.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
9.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
9.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
9.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
9.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
9.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
9.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
9.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
9.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
9.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
9.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
9.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
9.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
9.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
8.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
8.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
8.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
8.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
8.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
8.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
8.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
8.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
8.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
8.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
8.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
8.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
8.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
8.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
8.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
8.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
8.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
8.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
8.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
8.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
8.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
8.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
8.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
8.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
8.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
8.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
7.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
7.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
7.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
7.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
7.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
7.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
7.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
7.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
7.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
7.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
7.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
7.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
7.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
7.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
7.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
7.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
7.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
7.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
7.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
7.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
7.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
7.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
7.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
7.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
7.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
7.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
7.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
6.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
6.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
6.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
6.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
6.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
6.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
6.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
6.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
6.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
6.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
6.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
6.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
6.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
6.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
6.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
6.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
6.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
6.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
6.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
6.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
6.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
6.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
6.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
6.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
6.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
6.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
6.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
6.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
6.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
6.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
6.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
6.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
6.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
6.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
6.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
6.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
6.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
6.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
6.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
6.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
5.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
5.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
5.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
5.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
5.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
5.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
5.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
5.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
5.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
5.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
5.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
5.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
5.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
5.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
5.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
5.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
5.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
5.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
4.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
4.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
4.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
4.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
4.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
4.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
4.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
4.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
4.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
4.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
4.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
4.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
4.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
4.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
4.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
4.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
4.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
4.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
4.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
4.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
3.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
3.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
3.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
3.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
3.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
3.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
3.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
2.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
2.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
0.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.8
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.6
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.6
b2400046-1d25-429d-a821-6040a6
Tumor
0.6
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.6
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.5
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.5
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.5
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.4
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.4
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.4
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.4
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.4
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.3
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.3
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.3
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.3
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.3
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Tumor
0.3
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.3
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Tumor
0.3
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.2
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Tumor
0.2
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Tumor
0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.2
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Tumor
0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.2
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.2
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.2
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.2
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Normal
0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Normal
0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.2
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.1
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Normal
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.1
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Normal
0.1
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Normal
0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.1
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Normal
0.1
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
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Normal
0.0
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.0
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.0
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Normal
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.0
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Normal
0.0
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.0
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.0
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Normal
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.0
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Normal
0.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.0
1c070992-647b-4173-a481-904c4d_D2
Normal
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.0
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Normal
0.0
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.0
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.1
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Normal
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.3
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Normal
-0.3
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.3
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.3
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.3
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.3
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.3
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.3
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.3
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.3
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.3
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.3
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.4
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.4
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.4
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.4
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.5
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.5
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.5
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.5
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.5
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
