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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.
MKRN2 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
12.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
24.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
21.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
20.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
20.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
20.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
19.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
19.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
19.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
19.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
19.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
19.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
19.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
18.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
18.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
18.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
18.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
18.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
18.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
18.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
17.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
17.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
17.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
17.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
17.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
17.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
17.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
16.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
16.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
16.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
16.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
16.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
16.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
16.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
16.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
15.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
15.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
15.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
15.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
15.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
15.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
15.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
15.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
15.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
15.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
15.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
15.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
15.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
15.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
15.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
15.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
15.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
15.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
15.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
15.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
15.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
15.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
14.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
14.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
14.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
14.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
14.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
14.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
14.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
14.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
14.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
14.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
14.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
14.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
14.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
14.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
14.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
14.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
14.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
13.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
13.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
13.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
13.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
13.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
13.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
13.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
13.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
13.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
13.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
13.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
13.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
13.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
13.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
13.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
13.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
13.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
13.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
13.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
13.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
13.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
13.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
13.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
13.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
12.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
12.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
12.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
12.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
12.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
12.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
12.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
12.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
12.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
12.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
12.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
12.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
12.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
12.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
12.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
12.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
12.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
12.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
12.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
12.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
12.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
12.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
12.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
12.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
12.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
11.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
11.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
11.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
11.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
11.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
11.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
11.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
11.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
11.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
11.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
11.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
11.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
11.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
11.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
11.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
11.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
11.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
11.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
11.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
11.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
11.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
11.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
11.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
11.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
11.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
11.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
11.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
10.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
10.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
10.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
10.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
10.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
10.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
10.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
10.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
10.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
10.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
10.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
10.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
10.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
10.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
10.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
10.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
10.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
10.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
10.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
10.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
10.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
10.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
10.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
10.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
10.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
10.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
10.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
10.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
10.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
10.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
10.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
10.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
10.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
10.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
10.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
10.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
9.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
9.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
9.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
9.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
9.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
9.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
9.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
9.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
9.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
9.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
9.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
9.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
9.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
9.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
9.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
9.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
9.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
9.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
9.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
9.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
9.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
9.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
9.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
9.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
9.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
9.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
9.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
9.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
9.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
9.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
8.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
8.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
8.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
8.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
8.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
8.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
8.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
8.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
8.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
8.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
8.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
8.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
8.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
8.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
8.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
7.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
7.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
7.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
7.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
7.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
7.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
7.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
7.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
7.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
6.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
6.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
6.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
6.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
6.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
6.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 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.
MKRN2 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
11.0
Number of samples
486
Samples
Sample
Description
TPM
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
23.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
23.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
21.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
20.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
19.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
19.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
19.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
19.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
19.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
18.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
18.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
18.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
17.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
17.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
17.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
17.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
17.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
17.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
16.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
16.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
16.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
16.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
16.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
16.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
16.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
16.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
16.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
16.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
15.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
15.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
15.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
15.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
15.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
15.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
15.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
15.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
15.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
15.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
15.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
15.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
15.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
15.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
15.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
15.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
15.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
15.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
15.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
15.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
14.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
14.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
14.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
14.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
14.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
14.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
14.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
14.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
14.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
14.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
14.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
14.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
14.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
14.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
14.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
14.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
14.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
14.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
14.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
14.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
14.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
14.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
14.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
14.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
14.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
14.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
14.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
14.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
14.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
14.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
14.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
14.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
14.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
14.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
14.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
14.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
14.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
14.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
14.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
13.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
13.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
13.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
13.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
13.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
13.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
13.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
13.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
13.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
13.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
13.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
13.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
13.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
13.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
13.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
13.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
13.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
13.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
13.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
13.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
13.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
13.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
13.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
13.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
13.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
13.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
13.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
13.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
13.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
13.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
13.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
13.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
13.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
13.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
13.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
13.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
13.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
13.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
13.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
13.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
13.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
13.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
13.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
13.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
13.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
13.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
12.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
12.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
12.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
12.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
12.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
12.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
12.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
12.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
12.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
12.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
12.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
12.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
12.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
12.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
12.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
12.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
12.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
12.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
12.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
12.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
12.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
12.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
12.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
12.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
12.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
12.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
12.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
12.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
12.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
12.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
12.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
12.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
12.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
12.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
12.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
12.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
12.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
12.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
12.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
12.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
12.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
12.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
12.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
12.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
12.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
12.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
12.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
12.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
12.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
12.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
12.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
11.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
11.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
11.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
11.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
11.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
11.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
11.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
11.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
11.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
11.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
11.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
11.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
11.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
11.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
11.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
11.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
11.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
11.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
11.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
11.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
11.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
11.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
11.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
11.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
11.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
11.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
11.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
11.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
11.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
11.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
11.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
11.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
11.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
11.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
11.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
11.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
11.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
11.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
11.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
11.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
11.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
11.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
11.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
11.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
11.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
11.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
11.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
10.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
10.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
10.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
10.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
10.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
10.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
10.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
10.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
10.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
10.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
10.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
10.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
10.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
10.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
10.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
10.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
10.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
10.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
10.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
10.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
10.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
10.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
10.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
10.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
10.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
10.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
10.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
10.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
10.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
10.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
10.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
10.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
10.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
10.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
10.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
10.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
10.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
10.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
10.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
10.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
10.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
10.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
10.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
10.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
10.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
10.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
10.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
10.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
10.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
10.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
10.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
10.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
10.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
10.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
10.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
10.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
10.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
10.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
10.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
10.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
10.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
10.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
10.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
10.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
10.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
10.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
9.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
9.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
9.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
9.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
9.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
9.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
9.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
9.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
9.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
9.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
9.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
9.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
9.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
9.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
9.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
9.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
9.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
9.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
9.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
9.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
9.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
9.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
9.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
9.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
9.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
9.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
9.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
9.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
9.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
9.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
9.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
9.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
9.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
9.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
9.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
9.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
9.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
9.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
9.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
9.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
9.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
9.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
9.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
9.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
9.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
9.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
9.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
9.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
9.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
9.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
9.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
9.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
9.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
9.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
9.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
9.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
9.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
9.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
9.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
9.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
9.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
9.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
9.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
9.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
9.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
8.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
8.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
8.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
8.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
8.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
8.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
8.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
8.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
8.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
8.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
8.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
8.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
8.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
8.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
8.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
8.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
8.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
8.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
8.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
8.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
8.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
8.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
8.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
8.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
8.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
8.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
8.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
8.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
8.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
8.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
8.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
8.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
8.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
7.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
7.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
7.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
7.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
7.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
7.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
7.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
7.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
7.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
7.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
7.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
7.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
7.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
7.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
7.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
7.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
7.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
7.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
7.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
7.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
7.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
7.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
7.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
7.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
7.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
7.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
7.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
7.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
7.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
7.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
7.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
7.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
7.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
7.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
7.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
7.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
6.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
6.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
6.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
6.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
6.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
6.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
6.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
6.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
6.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
6.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
6.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
6.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
6.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
6.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
6.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
6.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
6.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
6.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
6.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
6.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
6.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
5.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
5.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
5.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
5.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
5.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
5.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
5.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
5.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
5.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
5.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
5.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
5.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
5.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
5.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
5.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
4.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
4.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
4.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
4.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
2.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
2.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
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.
MKRN2 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
13.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
25.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
23.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
22.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
21.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
21.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
20.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
20.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
19.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
19.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
19.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
18.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
18.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
18.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
18.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
17.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
17.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
17.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
17.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
17.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
17.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
16.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
16.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
16.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
16.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
16.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
16.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
16.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
16.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
15.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
15.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
15.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
15.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
15.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
14.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
14.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
14.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
14.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
14.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
14.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
14.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
14.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
13.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
13.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
13.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
13.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
13.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
13.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
12.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
12.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
12.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
12.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
12.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
12.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
11.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
11.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
11.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
11.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
11.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
11.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
11.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
10.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
10.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
10.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
10.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
10.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
10.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
10.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
10.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
9.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
9.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
9.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
9.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
8.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
8.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
8.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
8.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
7.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
7.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
7.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
6.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
6.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
6.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
6.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
6.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
5.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MKRN2 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
10.4
Number of samples
207
Samples
Sample
Description
TPM
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
21.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
19.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
18.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
17.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
17.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
17.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
16.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
16.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
16.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
16.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
16.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
16.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
15.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
15.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
15.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
15.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
15.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
14.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
14.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
14.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
14.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
14.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
14.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
14.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
14.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
14.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
14.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
14.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
14.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
14.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
13.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
13.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
13.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
13.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
13.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
13.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
13.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
13.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
12.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
12.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
12.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
12.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
12.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
12.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
12.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
12.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
12.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
12.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
12.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
12.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
12.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
12.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
12.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
12.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
12.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
12.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
12.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
12.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
12.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
12.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
12.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
12.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
12.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
12.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
12.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
12.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
12.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
11.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
11.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
11.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
11.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
11.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
11.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
11.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
11.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
11.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
11.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
11.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
11.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
11.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
11.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
11.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
11.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
11.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
11.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
11.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
11.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
11.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
11.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
11.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
10.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
10.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
10.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
10.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
10.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
10.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
10.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
10.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
10.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
10.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
10.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
10.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
10.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
10.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
10.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
10.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
10.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
10.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
10.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
10.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
10.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
10.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
10.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
10.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
10.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
10.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
10.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
9.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
9.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
9.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
9.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
9.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
9.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
9.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
9.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
9.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
9.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
9.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
9.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
9.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
9.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
9.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
9.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
9.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
9.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
9.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
9.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
9.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
9.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
8.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
8.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
8.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
8.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
8.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
8.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
8.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
8.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
8.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
8.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
8.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
8.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
8.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
8.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
8.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
8.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
8.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
7.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
7.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
7.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
7.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
7.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
7.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
7.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
7.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
7.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
7.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
7.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
6.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
6.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
6.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
6.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
6.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
6.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
6.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
6.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
6.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
6.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
6.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
6.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
6.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
6.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
6.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
6.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
6.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
6.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
6.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
6.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
5.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
5.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
5.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
5.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
5.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
5.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
5.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
5.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
5.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
5.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
5.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
5.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
5.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
4.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
4.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
4.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
1.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.9
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.8
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.7
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.7
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.7
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.6
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.6
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.6
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.5
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.5
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.5
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.5
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.5
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.5
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.4
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.4
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.4
1c070992-647b-4173-a481-904c4d_D2
Normal
0.4
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.4
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.3
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.3
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.3
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
0.3
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.3
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.3
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.1
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Tumor
0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.0
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.0
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.0
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.0
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.0
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.0
8cc7e656-0152-4359-8566-0581c3
Tumor
0.0
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.0
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.0
82157a70-12f1-4913-b548-d98881_D2
Normal
0.0
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.0
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.0
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.0
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.0
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.0
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.3
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.3
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.3
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.3
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.4
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.4
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.4
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.4
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.4
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.5
b2400046-1d25-429d-a821-6040a6
Tumor
-0.6
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
