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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.
NCS1 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
10.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
51.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
36.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
32.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
30.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
28.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
26.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
26.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
25.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
25.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
25.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
24.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
24.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
23.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
21.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
20.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
20.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
20.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
20.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
20.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
19.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
19.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
19.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
19.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
18.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
17.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
17.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
17.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
17.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
17.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
16.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
16.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
16.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
16.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
16.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
16.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
16.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
16.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
15.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
15.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
15.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
15.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
15.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
15.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
14.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
14.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
14.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
14.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
14.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
14.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
14.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
13.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
13.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
13.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
13.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
13.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
13.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
13.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
13.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
13.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
13.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
13.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
13.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
13.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
12.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
12.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
12.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
12.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
12.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
12.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
12.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
12.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
12.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
12.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
12.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
12.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
11.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
11.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
11.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
11.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
11.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
11.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
11.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
11.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
11.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
11.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
11.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
11.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
11.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
10.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
10.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
10.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
10.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
10.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
10.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
10.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
10.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
10.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
10.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
10.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
10.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
10.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
10.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
10.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
10.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
9.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
9.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
9.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
9.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
9.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
9.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
9.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
9.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
9.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
9.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
9.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
9.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
9.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
9.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
9.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
9.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
9.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
9.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
9.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
8.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
8.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
8.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
8.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
8.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
8.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
8.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
8.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
8.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
8.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
8.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
8.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
8.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
8.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
8.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
7.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
7.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
7.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
7.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
7.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
7.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
7.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
7.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
7.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
7.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
7.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
7.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
7.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
7.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
6.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
6.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
6.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
6.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
6.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
6.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
6.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
6.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
6.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
6.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
6.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
6.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
6.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
6.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
6.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
6.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
6.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
6.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
6.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
6.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
6.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
6.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
6.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
6.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
6.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
6.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
6.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
6.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
5.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
5.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
5.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
5.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
5.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
5.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
5.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
5.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
5.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
5.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
5.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
5.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
5.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
5.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
5.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
5.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
5.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
5.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
5.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
5.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
5.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
4.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
4.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
4.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
4.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
4.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
4.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
4.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
4.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
4.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
4.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
4.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
4.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
4.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
4.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
4.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
4.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
3.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
3.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
3.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
3.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
3.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
3.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
3.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
2.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
2.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
2.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
2.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
2.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
1.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
1.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
1.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
1.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NCS1 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
15.7
Number of samples
486
Samples
Sample
Description
TPM
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
57.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
51.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
50.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
46.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
46.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
41.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
38.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
38.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
36.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
35.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
35.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
34.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
34.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
33.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
33.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
33.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
33.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
32.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
31.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
31.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
31.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
31.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
31.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
31.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
30.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
30.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
30.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
30.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
30.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
30.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
29.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
29.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
29.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
28.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
28.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
28.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
28.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
28.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
28.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
28.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
27.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
27.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
27.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
27.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
27.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
27.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
27.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
27.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
26.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
26.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
26.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
26.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
26.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
26.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
26.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
26.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
25.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
25.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
25.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
25.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
25.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
25.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
25.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
25.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
25.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
25.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
25.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
25.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
25.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
24.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
24.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
24.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
24.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
24.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
24.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
24.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
24.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
24.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
24.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
24.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
23.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
23.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
23.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
23.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
23.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
23.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
23.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
23.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
23.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
22.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
22.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
22.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
22.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
22.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
22.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
22.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
22.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
22.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
22.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
21.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
21.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
21.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
21.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
21.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
21.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
21.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
21.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
21.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
21.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
21.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
21.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
21.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
21.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
21.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
20.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
20.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
20.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
20.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
20.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
20.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
20.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
20.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
20.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
20.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
20.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
20.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
20.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
20.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
19.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
19.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
19.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
19.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
19.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
19.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
19.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
19.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
19.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
19.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
19.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
19.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
19.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
19.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
19.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
19.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
19.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
18.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
18.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
18.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
18.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
18.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
18.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
18.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
18.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
18.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
18.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
18.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
18.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
18.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
18.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
18.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
18.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
17.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
17.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
17.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
17.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
17.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
17.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
17.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
17.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
17.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
17.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
17.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
17.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
17.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
17.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
17.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
17.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
17.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
17.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
17.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
17.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
17.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
17.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
16.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
16.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
16.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
16.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
16.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
16.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
16.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
16.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
16.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
16.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
16.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
16.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
16.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
16.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
16.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
16.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
16.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
15.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
15.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
15.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
15.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
15.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
15.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
15.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
15.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
15.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
15.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
15.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
15.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
15.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
15.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
15.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
15.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
15.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
15.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
15.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
14.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
14.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
14.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
14.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
14.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
14.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
14.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
14.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
14.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
14.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
14.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
14.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
14.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
14.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
14.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
14.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
14.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
13.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
13.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
13.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
13.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
13.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
13.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
13.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
13.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
13.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
13.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
13.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
13.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
13.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
13.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
13.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
13.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
13.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
13.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
13.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
13.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
13.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
13.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
13.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
13.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
13.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
13.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
13.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
13.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
13.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
13.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
12.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
12.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
12.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
12.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
12.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
12.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
12.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
12.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
12.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
12.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
12.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
12.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
12.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
12.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
12.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
12.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
12.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
12.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
12.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
12.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
12.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
12.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
12.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
12.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
12.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
12.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
12.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
12.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
12.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
11.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
11.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
11.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
11.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
11.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
11.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
11.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
11.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
11.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
11.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
11.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
11.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
11.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
11.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
11.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
11.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
11.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
11.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
11.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
11.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
11.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
11.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
11.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
11.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
11.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
11.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
11.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
11.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
10.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
10.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
10.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
10.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
10.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
10.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
10.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
10.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
10.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
10.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
10.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
10.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
10.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
10.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
10.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
10.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
10.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
10.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
10.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
10.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
10.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
10.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
10.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
10.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
10.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
10.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
10.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
9.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
9.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
9.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
9.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
9.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
9.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
9.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
9.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
9.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
9.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
9.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
9.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
9.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
9.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
9.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
9.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
9.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
9.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
9.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
9.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
9.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
9.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
9.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
9.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
9.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
9.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
9.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
9.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
9.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
8.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
8.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
8.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
8.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
8.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
8.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
8.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
8.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
8.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
8.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
8.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
8.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
8.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
8.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
8.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
8.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
8.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
8.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
8.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
8.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
8.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
8.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
8.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
8.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
8.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
8.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
7.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
7.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
7.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
7.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
7.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
7.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
7.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
7.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
7.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
7.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
7.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
7.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
7.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
7.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
7.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
6.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
6.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
6.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
6.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
6.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
6.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
6.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
6.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
6.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
6.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
6.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
6.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
6.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
6.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
6.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
6.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
6.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
5.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
5.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
5.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
5.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
5.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
5.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
5.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
5.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
5.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
5.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
5.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
5.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
5.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
4.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
4.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
4.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
4.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
4.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
4.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
4.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
4.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
4.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
4.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
4.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
4.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
3.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
3.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
3.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
3.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
2.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
2.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
2.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
2.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
2.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
1.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
1.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NCS1 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
9.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
29.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
22.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
22.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
19.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
19.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
18.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
18.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
17.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
17.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
17.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
16.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
16.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
16.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
15.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
15.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
15.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
15.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
14.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
13.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
13.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
13.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
12.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
12.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
12.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
12.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
11.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
11.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
11.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
10.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
10.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
10.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
10.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
10.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
10.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
10.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
10.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
9.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
9.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
9.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
9.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
9.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
8.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
8.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
8.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
8.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
8.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
8.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
8.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
7.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
7.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
7.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
7.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
7.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
6.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
6.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
6.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
6.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
6.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
6.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
6.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
6.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
6.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
5.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
5.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
5.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
5.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
5.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
5.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
5.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
4.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
4.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
4.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
3.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
3.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
3.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
3.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
3.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
2.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
2.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
2.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 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.
NCS1 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
16.0
Number of samples
207
Samples
Sample
Description
TPM
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
72.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
68.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
50.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
49.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
49.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
48.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
44.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
44.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
42.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
42.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
41.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
40.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
39.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
36.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
36.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
34.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
33.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
31.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
30.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
30.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
28.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
28.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
27.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
27.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
27.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
26.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
26.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
25.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
25.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
25.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
25.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
25.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
25.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
25.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
24.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
24.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
24.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
24.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
23.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
23.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
23.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
23.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
22.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
22.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
22.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
21.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
21.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
21.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
21.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
21.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
21.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
21.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
20.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
20.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
20.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
19.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
19.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
19.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
19.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
19.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
19.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
18.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
18.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
18.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
18.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
18.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
18.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
18.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
17.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
17.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
17.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
17.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
17.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
16.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
16.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
16.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
16.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
15.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
15.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
15.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
15.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
15.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
14.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
14.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
14.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
14.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
14.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
14.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
14.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
14.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
14.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
14.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
13.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
13.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
13.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
13.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
13.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
13.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
13.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
13.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
12.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
12.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
12.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
12.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
12.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
12.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
12.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
12.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
12.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
12.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
12.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
12.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
12.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
12.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
11.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
11.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
11.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
11.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
11.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
11.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
11.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
11.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
11.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
11.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
11.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
11.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
11.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
10.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
10.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
10.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
10.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
10.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
10.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
10.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
10.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
9.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
9.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
9.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
9.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
9.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
9.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
9.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
9.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
9.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
9.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
9.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
9.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
8.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
8.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
8.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
8.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
8.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
8.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
8.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
8.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
7.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
7.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
7.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
7.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
7.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
7.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
7.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
7.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
7.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
6.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
6.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
6.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
6.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
6.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
6.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
6.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
6.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
6.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
6.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
6.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
6.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
5.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
5.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
5.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
5.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
5.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
5.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
5.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
5.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
5.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
5.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
4.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
4.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
4.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
4.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
4.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
4.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
3.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
3.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
3.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
2.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
2.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
2.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
2.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
2.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
2.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
0.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
2.0
2666323d-522f-4f0a-823c-ff8866_D2
Normal
1.4
02cde0c0-6840-495b-9b11-007d82_D2
Normal
1.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
1.2
82157a70-12f1-4913-b548-d98881_D2
Normal
1.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
1.0
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.9
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.9
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.9
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.9
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.9
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.9
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.8
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.8
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.8
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.8
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.7
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.7
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.7
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.7
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.6
1c070992-647b-4173-a481-904c4d_D2
Normal
0.6
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.6
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.5
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.5
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.5
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.5
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.5
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.5
963fc8db-f412-4427-a198-23f660_D2
Normal
0.5
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.5
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.5
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.5
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.5
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.5
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.4
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.4
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.4
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.4
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.4
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.4
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.4
b2400046-1d25-429d-a821-6040a6
Tumor
0.3
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.3
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.3
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.3
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.3
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.3
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.3
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.3
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.0
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.0
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.0
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.0
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.3
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.3
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.3
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.3
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.4
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.4
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.4
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.4
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.4
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.4
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.4
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.4
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.4
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.4
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.4
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.5
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.5
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.5
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.5
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.5
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.5
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.5
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.6
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.6
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.6
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.6
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.6
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.6
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.6
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.7
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.7
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.7
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.7
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.7
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.7
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.8
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.8
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.8
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-1.0
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-1.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-1.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-1.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-1.8
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-9.2
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
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
