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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.
ASCC1 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
12.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
34.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
28.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
26.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
24.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
24.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
22.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
22.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
21.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
21.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
21.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
21.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
20.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
20.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
19.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
19.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
19.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
19.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
19.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
18.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
18.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
18.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
18.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
18.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
18.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
18.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
17.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
17.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
17.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
17.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
17.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
17.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
17.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
17.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
17.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
17.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
16.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
16.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
16.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
16.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
16.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
16.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
16.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
16.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
16.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
16.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
16.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
16.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
15.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
15.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
15.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
15.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
15.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
15.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
15.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
15.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
15.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
15.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
15.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
14.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
14.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
14.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
14.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
14.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
14.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
14.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
14.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
14.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
14.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
14.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
14.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
14.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
14.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
14.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
14.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
14.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
14.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
14.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
14.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
14.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
14.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
14.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
14.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
14.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
13.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
13.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
13.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
13.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
13.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
13.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
13.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
13.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
13.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
13.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
13.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
13.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
13.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
13.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
13.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
13.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
13.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
13.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
13.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
12.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
12.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
12.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
12.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
12.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
12.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
12.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
12.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
12.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
12.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
12.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
12.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
12.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
12.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
12.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
12.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
12.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
12.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
12.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
12.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
12.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
12.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
12.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
12.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
11.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
11.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
11.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
11.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
11.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
11.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
11.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
11.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
11.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
11.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
11.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
11.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
11.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
11.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
11.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
11.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
11.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
11.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
11.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
11.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
11.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
11.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
11.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
11.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
11.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
11.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
11.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
11.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
11.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
11.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
10.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
10.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
10.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
10.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
10.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
10.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
10.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
10.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
10.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
10.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
10.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
10.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
10.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
10.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
10.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
10.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
10.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
10.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
10.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
10.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
10.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
10.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
10.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
10.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
10.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
10.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
10.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
10.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
10.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
9.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
9.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
9.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
9.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
9.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
9.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
9.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
9.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
9.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
9.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
9.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
9.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
9.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
9.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
9.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
9.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
9.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
9.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
9.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
9.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
9.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
9.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
9.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
9.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
9.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
9.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
9.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
9.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
9.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
9.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
9.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
8.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
8.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
8.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
8.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
8.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
8.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
8.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
8.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
8.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
7.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
7.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
7.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
7.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
7.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
7.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
7.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
7.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
7.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
7.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
7.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
7.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
7.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
7.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
6.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
6.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
6.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
6.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
6.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
5.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
5.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
5.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 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.
ASCC1 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
16.9
Number of samples
486
Samples
Sample
Description
TPM
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
46.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
45.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
37.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
36.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
35.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
30.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
29.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
28.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
27.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
27.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
27.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
27.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
27.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
27.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
26.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
26.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
26.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
25.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
25.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
25.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
25.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
25.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
24.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
24.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
24.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
23.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
23.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
23.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
23.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
23.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
23.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
23.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
23.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
23.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
23.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
22.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
22.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
22.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
22.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
22.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
22.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
22.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
22.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
22.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
22.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
22.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
22.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
22.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
22.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
22.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
22.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
22.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
22.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
22.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
21.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
21.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
21.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
21.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
21.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
21.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
21.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
21.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
21.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
21.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
21.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
21.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
21.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
21.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
21.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
21.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
21.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
21.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
21.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
20.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
20.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
20.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
20.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
20.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
20.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
20.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
20.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
20.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
20.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
20.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
20.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
20.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
20.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
20.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
20.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
20.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
20.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
20.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
20.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
20.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
20.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
20.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
19.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
19.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
19.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
19.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
19.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
19.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
19.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
19.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
19.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
19.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
19.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
19.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
19.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
19.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
19.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
19.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
19.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
19.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
19.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
19.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
19.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
19.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
19.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
19.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
19.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
19.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
19.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
19.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
19.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
19.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
19.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
19.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
19.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
19.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
18.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
18.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
18.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
18.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
18.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
18.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
18.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
18.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
18.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
18.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
18.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
18.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
18.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
18.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
18.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
18.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
18.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
18.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
18.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
18.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
18.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
18.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
18.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
18.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
18.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
18.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
18.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
18.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
18.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
18.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
18.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
18.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
18.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
18.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
18.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
18.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
18.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
18.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
18.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
17.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
17.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
17.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
17.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
17.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
17.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
17.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
17.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
17.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
17.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
17.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
17.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
17.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
17.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
17.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
17.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
17.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
17.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
17.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
17.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
17.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
17.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
17.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
17.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
17.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
17.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
17.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
17.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
17.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
17.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
17.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
17.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
17.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
17.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
17.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
17.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
17.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
17.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
17.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
17.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
17.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
17.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
16.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
16.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
16.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
16.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
16.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
16.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
16.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
16.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
16.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
16.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
16.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
16.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
16.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
16.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
16.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
16.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
16.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
16.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
16.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
16.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
16.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
16.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
16.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
16.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
16.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
16.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
16.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
16.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
16.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
16.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
16.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
16.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
16.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
16.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
16.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
16.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
16.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
16.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
16.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
16.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
16.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
16.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
16.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
16.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
16.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
16.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
16.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
15.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
15.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
15.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
15.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
15.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
15.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
15.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
15.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
15.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
15.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
15.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
15.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
15.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
15.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
15.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
15.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
15.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
15.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
15.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
15.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
15.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
15.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
15.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
15.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
15.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
15.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
15.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
15.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
15.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
15.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
15.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
15.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
15.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
15.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
15.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
15.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
15.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
15.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
15.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
15.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
15.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
15.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
15.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
15.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
15.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
15.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
15.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
15.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
15.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
15.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
14.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
14.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
14.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
14.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
14.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
14.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
14.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
14.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
14.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
14.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
14.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
14.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
14.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
14.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
14.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
14.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
14.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
14.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
14.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
14.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
14.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
14.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
14.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
14.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
14.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
14.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
14.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
14.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
14.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
14.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
14.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
14.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
14.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
14.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
14.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
14.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
14.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
14.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
14.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
14.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
14.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
14.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
14.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
14.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
14.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
14.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
14.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
14.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
14.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
14.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
13.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
13.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
13.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
13.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
13.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
13.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
13.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
13.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
13.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
13.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
13.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
13.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
13.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
13.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
13.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
13.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
13.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
13.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
13.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
13.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
13.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
13.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
13.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
13.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
13.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
13.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
13.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
13.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
13.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
13.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
13.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
13.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
13.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
13.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
13.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
13.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
13.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
13.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
13.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
13.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
13.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
13.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
13.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
13.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
12.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
12.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
12.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
12.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
12.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
12.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
12.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
12.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
12.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
12.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
12.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
12.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
12.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
12.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
12.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
12.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
12.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
12.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
12.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
12.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
12.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
12.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
12.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
12.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
12.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
12.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
12.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
12.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
12.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
11.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
11.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
11.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
11.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
11.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
11.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
11.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
11.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
11.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
11.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
11.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
11.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
11.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
11.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
11.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
11.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
11.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
11.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
11.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
11.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
10.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
10.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
10.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
10.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
10.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
10.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
10.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
9.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
9.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
9.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
8.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
8.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
7.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
7.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
6.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.1
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.
ASCC1 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
12.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
26.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
21.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
21.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
20.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
20.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
20.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
19.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
18.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
18.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
18.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
18.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
17.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
17.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
16.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
16.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
16.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
16.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
15.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
15.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
15.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
14.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
14.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
14.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
14.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
14.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
14.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
14.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
13.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
13.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
13.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
13.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
13.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
12.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
12.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
12.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
12.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
12.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
12.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
12.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
12.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
12.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
12.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
12.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
11.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
11.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
11.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
11.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
11.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
11.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
11.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
11.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
11.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
11.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
10.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
10.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
10.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
10.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
10.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
10.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
10.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
10.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
10.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
10.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
10.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
10.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
9.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
9.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
9.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
9.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
9.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
9.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
9.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
9.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
9.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
9.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
9.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
9.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
8.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
8.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
8.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
7.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
7.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
6.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
5.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ASCC1 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
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
31.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
28.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
28.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
27.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
26.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
26.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
25.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
25.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
25.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
24.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
23.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
23.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
23.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
23.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
23.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
22.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
22.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
22.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
21.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
21.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
21.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
21.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
20.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
20.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
20.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
20.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
20.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
20.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
19.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
19.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
19.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
19.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
19.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
19.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
19.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
19.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
19.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
19.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
19.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
19.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
19.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
19.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
18.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
18.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
18.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
18.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
18.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
18.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
18.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
18.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
18.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
18.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
18.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
18.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
18.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
18.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
18.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
18.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
18.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
18.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
18.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
17.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
17.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
17.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
17.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
17.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
17.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
17.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
17.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
17.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
17.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
17.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
17.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
17.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
16.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
16.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
16.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
16.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
16.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
16.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
16.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
16.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
16.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
16.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
16.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
15.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
15.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
15.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
15.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
15.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
15.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
15.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
15.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
15.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
15.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
15.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
15.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
15.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
15.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
15.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
15.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
15.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
15.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
15.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
15.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
15.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
15.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
15.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
15.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
15.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
15.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
15.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
14.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
14.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
14.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
14.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
14.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
14.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
14.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
14.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
14.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
14.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
14.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
14.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
14.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
14.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
14.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
14.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
14.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
14.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
14.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
14.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
14.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
14.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
14.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
14.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
14.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
14.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
14.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
14.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
14.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
14.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
13.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
13.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
13.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
13.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
13.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
13.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
13.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
13.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
13.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
13.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
13.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
13.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
13.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
13.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
13.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
13.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
13.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
13.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
13.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
13.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
13.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
13.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
12.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
12.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
12.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
12.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
12.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
12.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
12.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
12.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
12.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
11.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
11.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
11.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
11.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
11.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
11.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
11.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
11.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
11.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
11.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
11.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
10.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
10.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
10.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
10.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
10.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
10.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
10.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
9.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
9.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
8.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
3.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
1.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
1.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.9
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.9
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.8
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.7
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.6
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.6
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.5
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.5
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.5
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.5
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.5
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.5
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.5
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.5
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.5
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.5
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.4
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.4
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.4
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.4
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.4
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.4
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.4
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.4
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.4
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.4
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.4
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.4
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.4
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.4
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.3
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.3
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.3
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.3
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.3
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.3
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.3
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.0
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.0
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.0
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.0
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.0
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.0
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.0
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
82157a70-12f1-4913-b548-d98881_D2
Normal
0.0
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.0
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.1
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.2
b2400046-1d25-429d-a821-6040a6
Tumor
-0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.3
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.3
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.3
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.3
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.3
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.3
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.4
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.4
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.4
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.4
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.4
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.4
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.4
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.4
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.4
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.4
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.4
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.4
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.4
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.5
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.5
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.5
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.5
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.5
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.5
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.6
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.6
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.7
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.7
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.7
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.8
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.8
411d9597-c785-4de5-b449-29a80d_D2
Normal
-1.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-1.8
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_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.