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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.
MTPAP 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
10.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
36.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
25.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
24.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
21.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
21.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
19.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
18.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
17.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
17.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
17.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
16.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
16.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
16.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
16.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
15.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
15.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
15.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
15.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
14.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
14.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
14.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
14.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
14.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
14.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
14.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
14.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
13.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
13.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
13.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
13.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
13.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
13.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
13.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
13.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
13.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
13.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
13.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
13.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
12.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
12.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
12.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
12.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
12.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
12.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
12.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
12.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
12.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
12.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
12.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
12.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
12.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
12.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
12.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
12.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
11.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
11.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
11.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
11.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
11.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
11.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
11.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
11.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
11.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
11.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
11.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
11.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
11.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
11.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
11.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
11.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
11.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
11.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
10.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
10.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
10.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
10.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
10.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
10.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
10.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
10.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
10.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
10.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
10.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
10.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
10.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
10.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
10.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
10.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
10.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
10.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
10.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
10.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
10.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
10.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
10.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
10.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
10.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
10.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
10.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
10.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
10.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
10.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
10.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
9.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
9.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
9.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
9.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
9.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
9.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
9.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
9.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
9.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
9.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
9.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
9.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
9.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
9.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
9.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
9.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
9.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
9.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
9.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
9.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
9.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
9.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
9.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
9.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
9.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
9.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
9.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
9.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
9.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
9.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
9.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
8.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
8.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
8.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
8.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
8.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
8.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
8.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
8.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
8.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
8.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
8.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
8.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
8.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
8.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
8.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
8.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
8.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
8.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
8.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
8.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
8.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
8.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
8.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
8.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
8.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
8.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
8.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
8.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
8.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
8.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
8.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
8.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
8.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
8.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
8.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
7.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
7.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
7.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
7.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
7.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
7.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
7.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
7.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
7.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
7.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
7.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
7.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
7.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
7.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
7.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
7.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
7.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
7.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
7.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
7.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
7.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
7.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
7.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
7.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
7.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
7.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
7.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
7.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
7.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
7.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
7.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
7.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
7.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
7.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
7.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
7.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
7.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
7.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
7.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
7.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
7.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
7.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
7.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
6.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
6.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
6.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
6.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
6.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
6.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
6.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
6.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
6.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
6.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
6.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
6.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
6.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
6.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
6.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
6.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
6.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
6.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
5.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
5.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
5.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
5.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
5.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
5.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
5.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
5.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
4.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
4.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
4.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
3.0
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.
MTPAP 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
22.9
Number of samples
486
Samples
Sample
Description
TPM
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
45.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
38.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
37.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
37.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
37.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
36.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
36.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
36.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
35.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
35.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
35.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
34.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
34.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
34.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
34.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
33.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
33.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
33.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
32.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
32.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
32.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
32.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
32.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
32.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
32.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
32.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
32.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
31.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
31.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
31.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
31.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
31.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
31.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
31.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
30.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
30.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
30.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
30.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
30.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
30.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
30.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
29.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
29.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
29.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
29.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
29.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
29.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
29.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
29.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
29.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
29.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
29.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
29.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
29.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
29.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
28.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
28.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
28.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
28.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
28.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
28.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
28.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
28.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
28.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
28.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
28.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
28.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
28.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
28.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
27.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
27.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
27.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
27.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
27.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
27.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
27.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
27.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
27.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
27.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
27.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
27.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
27.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
27.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
27.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
27.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
27.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
27.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
27.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
27.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
27.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
27.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
27.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
27.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
27.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
27.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
27.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
27.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
27.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
26.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
26.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
26.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
26.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
26.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
26.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
26.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
26.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
26.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
26.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
26.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
26.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
26.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
26.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
26.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
26.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
26.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
26.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
26.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
26.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
26.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
26.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
26.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
26.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
26.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
25.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
25.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
25.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
25.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
25.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
25.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
25.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
25.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
25.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
25.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
25.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
25.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
25.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
25.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
25.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
25.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
25.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
25.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
25.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
25.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
25.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
25.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
25.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
25.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
25.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
25.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
25.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
25.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
25.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
25.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
24.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
24.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
24.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
24.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
24.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
24.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
24.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
24.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
24.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
24.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
24.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
24.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
24.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
24.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
24.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
24.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
24.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
24.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
24.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
24.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
24.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
24.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
24.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
24.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
24.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
24.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
24.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
24.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
24.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
24.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
24.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
24.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
24.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
24.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
24.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
24.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
24.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
23.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
23.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
23.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
23.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
23.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
23.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
23.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
23.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
23.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
23.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
23.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
23.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
23.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
23.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
23.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
23.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
23.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
23.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
23.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
23.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
23.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
23.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
23.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
23.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
23.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
23.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
23.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
23.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
23.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
23.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
23.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
23.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
23.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
22.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
22.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
22.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
22.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
22.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
22.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
22.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
22.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
22.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
22.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
22.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
22.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
22.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
22.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
22.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
22.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
22.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
22.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
22.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
22.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
22.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
22.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
22.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
22.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
22.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
22.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
22.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
22.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
22.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
22.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
22.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
22.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
21.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
21.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
21.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
21.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
21.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
21.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
21.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
21.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
21.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
21.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
21.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
21.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
21.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
21.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
21.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
21.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
21.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
21.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
21.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
21.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
21.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
21.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
21.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
21.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
21.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
21.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
21.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
21.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
21.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
21.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
21.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
21.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
21.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
21.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
21.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
21.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
21.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
21.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
21.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
21.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
21.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
21.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
21.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
21.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
21.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
20.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
20.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
20.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
20.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
20.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
20.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
20.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
20.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
20.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
20.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
20.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
20.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
20.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
20.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
20.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
20.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
20.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
20.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
20.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
20.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
20.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
20.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
20.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
20.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
20.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
20.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
20.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
20.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
20.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
20.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
20.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
20.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
20.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
20.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
20.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
20.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
20.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
20.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
20.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
20.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
20.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
20.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
20.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
20.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
20.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
20.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
20.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
19.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
19.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
19.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
19.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
19.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
19.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
19.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
19.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
19.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
19.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
19.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
19.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
19.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
19.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
19.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
19.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
19.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
19.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
19.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
19.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
19.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
19.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
19.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
19.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
19.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
19.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
19.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
19.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
19.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
19.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
19.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
19.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
19.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
19.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
19.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
19.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
19.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
19.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
19.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
18.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
18.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
18.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
18.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
18.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
18.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
18.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
18.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
18.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
18.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
18.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
18.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
18.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
18.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
18.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
18.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
18.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
18.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
18.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
18.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
18.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
18.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
18.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
18.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
18.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
18.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
18.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
18.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
17.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
17.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
17.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
17.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
17.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
17.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
17.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
17.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
17.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
17.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
17.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
17.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
17.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
17.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
17.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
17.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
17.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
17.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
17.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
17.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
17.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
17.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
17.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
16.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
16.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
16.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
16.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
16.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
16.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
16.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
16.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
16.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
15.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
15.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
15.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
15.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
15.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
15.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
15.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
15.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
15.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
15.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
15.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
14.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
14.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
14.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
14.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
14.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
14.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
14.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
14.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
13.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
13.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
13.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
13.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
13.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
13.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
13.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
13.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
13.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
12.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
12.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
12.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
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.
MTPAP 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
9.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
18.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
15.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
15.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
14.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
14.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
14.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
14.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
13.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
13.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
13.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
13.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
13.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
12.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
12.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
11.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
11.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
11.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
11.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
11.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
11.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
11.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
11.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
11.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
11.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
11.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
10.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
10.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
10.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
10.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
10.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
10.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
10.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
10.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
10.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
10.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
9.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
9.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
9.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
9.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
9.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
9.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
9.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
9.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
9.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
9.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
8.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
8.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
8.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
8.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
8.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
8.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
8.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
8.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
8.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
8.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
8.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
8.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
8.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
7.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
7.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
7.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
7.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
7.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
7.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
7.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
7.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
7.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
7.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
7.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
6.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
6.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
6.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
6.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
6.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
6.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
6.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
5.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
5.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
5.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
5.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
5.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
4.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.4
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.
MTPAP is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
22.5
Number of samples
207
Samples
Sample
Description
TPM
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
101.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
40.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
38.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
36.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
35.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
35.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
32.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
30.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
30.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
30.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
30.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
30.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
30.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
30.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
29.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
29.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
29.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
28.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
28.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
28.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
28.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
28.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
27.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
27.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
27.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
27.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
27.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
27.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
27.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
26.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
26.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
26.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
26.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
26.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
26.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
26.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
26.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
26.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
26.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
25.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
25.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
25.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
25.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
25.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
25.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
25.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
25.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
25.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
25.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
25.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
25.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
25.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
25.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
24.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
24.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
24.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
24.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
24.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
24.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
24.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
24.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
24.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
24.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
24.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
24.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
24.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
24.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
23.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
23.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
23.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
23.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
23.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
23.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
23.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
23.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
23.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
23.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
23.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
23.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
23.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
23.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
23.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
22.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
22.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
22.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
22.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
22.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
22.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
22.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
22.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
22.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
22.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
22.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
22.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
22.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
22.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
22.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
21.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
21.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
21.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
21.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
21.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
21.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
21.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
21.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
21.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
21.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
21.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
21.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
21.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
21.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
21.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
21.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
21.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
21.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
21.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
21.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
21.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
21.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
21.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
21.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
21.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
21.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
21.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
21.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
21.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
21.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
20.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
20.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
20.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
20.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
20.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
20.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
20.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
20.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
20.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
20.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
20.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
20.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
20.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
20.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
19.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
19.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
19.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
19.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
19.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
19.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
19.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
19.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
19.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
19.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
19.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
19.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
19.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
19.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
19.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
18.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
18.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
18.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
18.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
18.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
18.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
18.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
18.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
18.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
18.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
18.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
18.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
18.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
18.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
18.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
17.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
17.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
17.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
17.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
17.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
17.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
17.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
17.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
17.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
17.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
17.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
17.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
16.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
16.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
16.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
16.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
16.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
16.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
15.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
15.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
15.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
15.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
15.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
15.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
14.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
14.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
14.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
14.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
13.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
13.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
13.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
13.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
11.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
2.0
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.9
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.8
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.7
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.7
b2400046-1d25-429d-a821-6040a6
Tumor
0.5
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.5
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.5
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.5
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.4
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.4
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.4
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.4
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.4
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.4
43192517-085e-450e-9481-0a6713_D3
Tumor
0.4
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.4
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.3
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.3
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.3
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.3
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.3
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.3
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
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Tumor
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.0
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.0
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.0
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.0
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.0
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.0
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.0
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.0
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.0
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.0
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.0
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.0
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.3
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.3
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.3
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.3
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.3
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.3
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.3
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.3
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.3
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.3
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.4
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.4
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.4
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.4
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.4
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.4
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.4
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.4
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.5
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.5
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.5
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.5
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.6
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.6
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.6
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.6
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.6
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.6
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.6
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.8
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-1.5
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
