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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.
RRAGC 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-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
33.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
28.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
24.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
24.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
23.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
22.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
22.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
21.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
21.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
20.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
20.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
19.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
19.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
19.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
19.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
19.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
19.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
19.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
18.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
18.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
18.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
18.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
18.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
18.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
17.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
17.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
17.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
17.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
17.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
17.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
17.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
17.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
17.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
17.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
17.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
17.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
16.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
16.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
16.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
16.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
16.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
16.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
16.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
16.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
16.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
16.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
16.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
16.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
16.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
16.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
16.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
16.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
15.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
15.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
15.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
15.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
15.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
15.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
15.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
15.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
15.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
15.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
15.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
15.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
15.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
15.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
15.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
15.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
14.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
14.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
14.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
14.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
14.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
14.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
14.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
14.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
14.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
14.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
14.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
14.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
14.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
14.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
14.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
14.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
14.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
13.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
13.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
13.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
13.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
13.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
13.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
13.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
13.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
13.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
13.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
13.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
13.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
13.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
13.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
13.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
13.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
13.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
13.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
13.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
13.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
13.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
13.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
13.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
13.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
13.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
13.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
13.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
12.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
12.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
12.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
12.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
12.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
12.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
12.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
12.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
12.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
12.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
12.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
12.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
12.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
12.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
12.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
12.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
11.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
11.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
11.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
11.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
11.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
11.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
11.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
11.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
11.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
11.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
11.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
11.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
11.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
11.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
11.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
11.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
11.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
11.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
11.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
11.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
11.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
11.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
11.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
11.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
11.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
11.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
11.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
11.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
10.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
10.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
10.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
10.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
10.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
10.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
10.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
10.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
10.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
10.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
10.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
10.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
10.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
10.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
10.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
10.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
10.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
10.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
10.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
10.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
10.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
10.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
10.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
10.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
9.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
9.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
9.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
9.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
9.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
9.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
9.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
9.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
9.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
9.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
9.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
9.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
9.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
9.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
9.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
9.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
9.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
9.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
9.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
9.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
9.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
9.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
8.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
8.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
8.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
8.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
8.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
8.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
8.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
8.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
8.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
8.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
8.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
8.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
8.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
8.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
8.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
8.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
8.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
8.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
8.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
7.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
7.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
7.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
7.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
7.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
7.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
7.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
7.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
7.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
7.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
7.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
7.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
7.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
7.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
6.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
6.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
6.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
6.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
6.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
6.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
5.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
5.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
5.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
5.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
5.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 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.
RRAGC 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
14.6
Number of samples
486
Samples
Sample
Description
TPM
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
53.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
35.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
30.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
27.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
27.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
26.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
26.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
26.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
25.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
25.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
25.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
25.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
24.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
24.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
23.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
23.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
23.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
23.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
23.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
23.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
23.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
22.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
22.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
22.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
22.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
22.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
22.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
22.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
21.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
21.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
21.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
21.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
21.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
21.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
21.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
20.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
20.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
20.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
20.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
20.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
20.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
20.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
20.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
20.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
20.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
20.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
20.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
20.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
20.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
20.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
20.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
20.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
19.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
19.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
19.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
19.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
19.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
19.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
19.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
19.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
19.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
19.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
19.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
19.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
19.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
19.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
19.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
19.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
19.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
18.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
18.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
18.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
18.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
18.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
18.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
18.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
18.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
18.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
18.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
18.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
18.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
18.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
18.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
18.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
18.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
18.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
18.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
18.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
17.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
17.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
17.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
17.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
17.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
17.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
17.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
17.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
17.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
17.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
17.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
17.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
17.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
17.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
17.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
17.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
17.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
17.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
17.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
17.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
17.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
17.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
17.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
17.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
17.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
17.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
17.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
17.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
17.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
17.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
17.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
17.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
17.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
16.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
16.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
16.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
16.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
16.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
16.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
16.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
16.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
16.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
16.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
16.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
16.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
16.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
16.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
16.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
16.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
16.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
16.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
16.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
16.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
16.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
16.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
16.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
16.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
16.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
16.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
16.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
16.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
16.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
16.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
16.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
15.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
15.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
15.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
15.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
15.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
15.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
15.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
15.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
15.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
15.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
15.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
15.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
15.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
15.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
15.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
15.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
15.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
15.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
15.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
15.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
15.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
15.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
15.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
15.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
15.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
15.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
15.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
15.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
15.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
15.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
15.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
15.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
15.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
15.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
15.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
15.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
15.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
15.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
15.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
15.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
15.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
15.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
15.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
15.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
15.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
14.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
14.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
14.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
14.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
14.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
14.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
14.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
14.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
14.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
14.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
14.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
14.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
14.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
14.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
14.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
14.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
14.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
14.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
14.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
14.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
14.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
14.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
14.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
14.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
14.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
14.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
14.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
14.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
14.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
14.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
14.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
14.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
14.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
14.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
14.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
14.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
14.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
14.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
14.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
14.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
14.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
14.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
14.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
14.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
14.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
14.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
14.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
14.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
14.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
14.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
14.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
13.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
13.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
13.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
13.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
13.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
13.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
13.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
13.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
13.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
13.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
13.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
13.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
13.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
13.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
13.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
13.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
13.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
13.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
13.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
13.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
13.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
13.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
13.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
13.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
13.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
13.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
13.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
13.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
13.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
13.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
13.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
13.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
13.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
13.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
13.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
13.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
13.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
13.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
13.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
13.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
13.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
13.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
13.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
13.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
13.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
13.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
13.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
13.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
12.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
12.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
12.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
12.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
12.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
12.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
12.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
12.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
12.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
12.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
12.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
12.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
12.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
12.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
12.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
12.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
12.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
12.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
12.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
12.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
12.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
12.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
12.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
12.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
12.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
12.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
12.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
12.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
12.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
12.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
12.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
12.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
12.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
12.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
12.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
12.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
12.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
12.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
12.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
12.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
12.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
12.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
12.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
12.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
12.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
12.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
12.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
12.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
12.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
12.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
11.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
11.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
11.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
11.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
11.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
11.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
11.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
11.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
11.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
11.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
11.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
11.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
11.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
11.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
11.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
11.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
11.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
11.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
11.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
11.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
11.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
11.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
11.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
11.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
11.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
11.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
11.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
11.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
11.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
11.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
11.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
11.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
11.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
11.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
11.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
11.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
11.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
11.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
11.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
11.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
10.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
10.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
10.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
10.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
10.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
10.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
10.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
10.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
10.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
10.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
10.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
10.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
10.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
10.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
10.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
10.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
10.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
10.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
10.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
10.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
10.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
10.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
10.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
10.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
10.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
10.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
10.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
10.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
10.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
9.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
9.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
9.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
9.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
9.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
9.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
9.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
9.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
9.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
9.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
9.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
9.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
9.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
9.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
9.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
9.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
9.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
9.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
9.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
9.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
9.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
9.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
8.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
8.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
8.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
8.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
8.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
8.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
8.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
8.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
8.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
8.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
8.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
8.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
8.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
7.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
7.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
7.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
7.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
7.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
7.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
7.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
7.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
7.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
6.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
6.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
6.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
5.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
5.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
3.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RRAGC is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
13.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
30.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
22.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
20.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
20.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
20.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
19.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
19.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
18.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
17.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
17.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
17.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
17.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
17.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
17.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
16.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
16.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
16.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
16.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
16.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
16.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
16.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
16.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
15.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
15.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
15.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
15.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
15.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
14.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
14.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
14.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
14.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
14.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
14.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
14.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
13.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
13.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
13.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
13.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
13.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
13.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
13.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
13.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
13.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
13.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
13.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
12.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
12.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
12.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
12.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
12.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
12.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
12.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
11.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
11.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
11.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
11.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
11.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
11.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
11.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
11.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
11.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
10.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
10.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
9.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
9.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
9.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
9.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
9.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
9.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
9.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
9.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
9.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
9.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
9.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
8.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
8.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
8.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
8.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
8.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
8.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
8.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
7.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
7.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
6.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RRAGC 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
13.6
Number of samples
207
Samples
Sample
Description
TPM
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
58.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
26.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
26.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
26.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
26.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
25.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
25.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
24.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
24.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
24.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
23.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
23.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
22.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
22.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
22.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
21.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
21.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
21.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
20.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
20.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
20.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
19.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
19.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
19.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
19.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
19.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
19.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
19.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
18.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
18.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
18.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
17.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
17.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
17.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
17.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
16.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
16.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
16.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
16.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
16.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
16.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
16.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
16.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
16.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
16.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
15.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
15.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
15.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
15.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
15.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
15.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
15.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
15.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
15.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
15.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
15.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
15.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
14.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
14.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
14.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
14.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
14.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
14.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
14.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
14.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
14.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
14.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
14.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
14.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
14.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
14.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
14.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
13.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
13.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
13.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
13.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
13.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
13.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
13.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
13.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
13.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
13.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
13.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
13.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
13.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
13.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
13.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
13.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
13.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
13.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
13.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
13.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
13.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
13.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
13.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
13.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
13.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
13.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
12.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
12.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
12.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
12.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
12.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
12.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
12.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
12.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
12.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
12.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
12.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
12.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
12.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
12.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
12.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
12.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
12.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
12.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
12.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
12.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
12.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
12.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
12.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
12.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
12.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
12.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
11.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
11.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
11.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
11.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
11.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
11.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
11.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
11.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
11.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
11.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
11.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
11.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
11.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
11.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
11.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
11.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
10.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
10.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
10.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
10.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
10.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
10.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
10.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
10.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
10.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
10.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
10.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
10.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
10.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
10.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
10.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
10.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
10.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
9.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
9.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
9.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
9.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
9.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
9.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
9.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
9.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
9.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
9.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
9.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
9.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
9.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
8.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
8.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
8.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
8.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
8.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
8.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
8.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
8.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
8.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
8.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
8.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
8.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
8.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
8.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
8.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
7.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
7.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
7.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
7.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
7.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
7.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
7.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
7.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
7.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
6.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
6.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
5.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
3.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.7
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.6
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.5
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.5
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.5
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.5
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.5
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.5
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.4
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.4
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.4
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.4
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.4
41a04113-2061-4923-bca5-da586c_D2
Normal
0.4
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.4
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.4
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.4
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.4
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.4
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.4
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.4
1c070992-647b-4173-a481-904c4d_D2
Normal
0.4
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.4
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.3
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.3
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.3
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.3
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
0.3
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.3
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.3
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.3
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.2
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.0
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.0
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.0
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.0
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.0
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.0
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.0
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.0
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.0
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.0
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.0
963fc8db-f412-4427-a198-23f660_D2
Normal
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.0
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.0
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.0
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.0
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.3
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.3
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.3
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.3
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.3
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.3
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.3
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.4
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.4
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.5
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.5
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.7
b2400046-1d25-429d-a821-6040a6
Tumor
-1.0
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
