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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.
NARF 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-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
29.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
26.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
26.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
25.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
25.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
24.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
24.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
23.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
22.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
22.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
21.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
21.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
21.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
21.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
21.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
21.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
20.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
20.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
20.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
20.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
20.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
20.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
20.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
20.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
19.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
19.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
19.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
19.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
19.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
18.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
18.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
18.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
18.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
18.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
18.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
18.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
18.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
18.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
18.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
17.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
17.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
17.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
17.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
17.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
17.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
17.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
17.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
16.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
16.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
16.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
16.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
16.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
16.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
16.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
16.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
16.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
16.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
16.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
16.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
16.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
16.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
15.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
15.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
15.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
15.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
15.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
15.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
15.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
15.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
15.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
15.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
15.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
14.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
14.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
14.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
14.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
14.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
14.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
14.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
14.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
14.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
14.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
14.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
14.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
14.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
14.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
14.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
13.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
13.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
13.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
13.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
13.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
13.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
13.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
13.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
13.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
13.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
13.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
13.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
13.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
13.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
13.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
13.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
13.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
13.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
12.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
12.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
12.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
12.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
12.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
12.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
12.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
12.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
12.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
12.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
12.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
12.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
12.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
12.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
12.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
12.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
12.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
12.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
11.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
11.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
11.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
11.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
11.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
11.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
11.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
11.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
11.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
11.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
11.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
11.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
11.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
11.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
11.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
11.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
11.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
11.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
11.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
11.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
11.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
11.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
10.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
10.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
10.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
10.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
10.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
10.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
10.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
10.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
10.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
10.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
10.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
10.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
10.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
10.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
10.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
10.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
10.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
10.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
10.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
10.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
10.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
10.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
10.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
9.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
9.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
9.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
9.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
9.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
9.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
9.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
9.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
9.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
9.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
9.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
9.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
9.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
9.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
9.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
9.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
9.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
9.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
9.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
9.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
9.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
9.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
9.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
9.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
8.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
8.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
8.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
8.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
8.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
8.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
8.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
8.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
8.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
8.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
8.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
8.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
8.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
8.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
7.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
7.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
7.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
7.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
7.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
7.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
7.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
7.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
7.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
7.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
7.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
7.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
6.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
6.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
6.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
6.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
6.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
6.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
6.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
6.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
6.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
6.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
6.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
6.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
6.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
6.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
5.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
5.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
5.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
5.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
5.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
5.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
5.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
5.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
5.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
4.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
4.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
3.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 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.
NARF is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
15.1
Number of samples
486
Samples
Sample
Description
TPM
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
57.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
33.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
29.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
29.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
28.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
26.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
26.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
26.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
26.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
26.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
26.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
25.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
25.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
25.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
25.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
25.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
25.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
25.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
25.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
25.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
24.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
24.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
24.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
24.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
23.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
23.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
23.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
23.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
23.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
23.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
23.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
23.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
23.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
22.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
22.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
22.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
22.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
22.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
22.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
22.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
22.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
21.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
21.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
21.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
21.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
21.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
21.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
21.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
21.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
21.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
21.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
21.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
21.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
21.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
21.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
20.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
20.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
20.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
20.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
20.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
20.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
20.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
20.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
20.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
20.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
20.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
20.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
20.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
20.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
20.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
20.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
20.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
20.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
20.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
20.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
20.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
19.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
19.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
19.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
19.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
19.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
19.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
19.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
19.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
19.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
19.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
19.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
19.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
19.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
19.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
19.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
18.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
18.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
18.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
18.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
18.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
18.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
18.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
18.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
18.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
18.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
18.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
18.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
18.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
18.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
18.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
18.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
18.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
18.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
18.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
18.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
18.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
18.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
18.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
18.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
18.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
18.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
18.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
18.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
18.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
18.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
17.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
17.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
17.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
17.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
17.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
17.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
17.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
17.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
17.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
17.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
17.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
17.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
17.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
17.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
17.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
17.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
17.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
17.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
17.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
17.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
17.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
17.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
17.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
17.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
17.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
17.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
17.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
16.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
16.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
16.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
16.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
16.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
16.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
16.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
16.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
16.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
16.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
16.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
16.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
16.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
16.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
16.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
16.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
16.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
16.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
16.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
16.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
16.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
16.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
16.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
16.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
16.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
16.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
16.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
16.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
16.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
16.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
16.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
16.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
15.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
15.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
15.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
15.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
15.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
15.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
15.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
15.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
15.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
15.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
15.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
15.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
15.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
15.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
15.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
15.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
15.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
15.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
15.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
15.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
15.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
15.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
15.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
15.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
15.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
15.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
15.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
15.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
15.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
15.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
15.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
15.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
15.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
15.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
15.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
15.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
15.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
15.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
15.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
15.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
14.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
14.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
14.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
14.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
14.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
14.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
14.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
14.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
14.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
14.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
14.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
14.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
14.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
14.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
14.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
14.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
14.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
14.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
14.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
14.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
14.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
14.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
14.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
14.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
14.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
14.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
14.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
14.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
14.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
14.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
14.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
14.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
14.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
14.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
14.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
14.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
14.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
14.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
14.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
14.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
14.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
14.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
14.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
14.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
14.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
14.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
13.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
13.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
13.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
13.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
13.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
13.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
13.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
13.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
13.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
13.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
13.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
13.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
13.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
13.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
13.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
13.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
13.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
13.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
13.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
13.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
13.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
13.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
13.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
13.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
13.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
13.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
13.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
13.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
13.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
13.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
13.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
13.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
13.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
13.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
13.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
13.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
13.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
13.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
13.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
13.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
13.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
13.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
13.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
13.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
13.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
13.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
12.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
12.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
12.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
12.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
12.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
12.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
12.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
12.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
12.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
12.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
12.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
12.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
12.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
12.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
12.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
12.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
12.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
12.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
12.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
12.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
12.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
12.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
12.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
12.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
12.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
12.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
12.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
12.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
12.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
12.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
12.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
12.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
12.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
12.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
12.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
12.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
12.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
12.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
12.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
12.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
12.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
12.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
12.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
12.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
11.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
11.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
11.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
11.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
11.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
11.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
11.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
11.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
11.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
11.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
11.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
11.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
11.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
11.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
11.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
11.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
11.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
11.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
11.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
11.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
11.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
11.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
11.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
11.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
11.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
11.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
11.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
11.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
11.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
11.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
11.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
11.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
11.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
11.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
11.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
10.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
10.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
10.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
10.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
10.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
10.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
10.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
10.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
10.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
10.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
10.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
10.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
10.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
10.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
10.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
10.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
10.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
10.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
10.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
10.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
10.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
10.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
10.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
10.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
10.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
10.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
10.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
9.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
9.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
9.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
9.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
9.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
9.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
9.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
9.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
9.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
9.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
9.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
9.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
9.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
9.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
9.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
8.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
8.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
8.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
8.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
8.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
8.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
8.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
8.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
8.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
8.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
8.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
8.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
8.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
8.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
8.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
8.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
8.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
7.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
7.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
7.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
7.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
7.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
7.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
7.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
7.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
7.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
6.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
6.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
6.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
6.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
6.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
6.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
6.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
5.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
4.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
4.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
3.5
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.
NARF is potential prognostic, high expression is favorable 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
10.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
24.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
23.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
23.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
22.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
21.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
20.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
17.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
17.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
16.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
16.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
16.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
15.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
14.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
14.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
14.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
13.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
13.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
13.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
13.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
13.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
12.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
12.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
12.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
12.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
12.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
12.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
12.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
11.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
11.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
11.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
11.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
11.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
11.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
11.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
11.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
11.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
11.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
11.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
11.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
10.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
10.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
10.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
10.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
10.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
10.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
10.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
10.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
9.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
9.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
9.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
9.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
9.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
9.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
9.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
8.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
8.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
8.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
8.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
8.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
8.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
8.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
8.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
8.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
8.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
8.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
8.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
8.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
7.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
7.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
7.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
6.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
6.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
6.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
6.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
5.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
5.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
5.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
5.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
5.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
5.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
4.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 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.
NARF 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
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
29.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
26.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
25.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
25.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
24.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
23.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
23.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
22.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
22.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
22.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
21.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
20.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
20.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
20.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
20.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
20.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
20.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
19.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
19.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
19.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
19.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
19.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
19.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
18.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
18.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
18.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
18.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
17.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
17.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
17.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
17.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
17.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
17.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
17.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
17.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
17.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
17.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
17.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
17.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
16.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
16.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
16.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
16.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
16.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
16.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
16.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
16.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
16.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
15.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
15.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
15.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
15.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
15.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
15.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
15.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
15.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
15.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
15.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
15.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
15.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
15.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
15.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
15.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
15.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
15.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
15.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
15.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
15.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
15.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
15.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
15.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
14.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
14.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
14.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
14.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
14.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
14.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
14.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
14.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
14.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
14.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
14.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
14.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
14.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
14.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
14.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
14.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
14.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
14.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
14.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
14.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
14.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
13.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
13.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
13.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
13.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
13.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
13.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
13.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
13.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
13.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
13.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
13.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
13.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
13.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
13.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
13.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
13.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
13.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
12.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
12.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
12.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
12.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
12.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
12.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
12.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
12.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
12.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
12.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
12.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
12.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
12.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
12.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
12.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
12.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
11.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
11.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
11.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
11.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
11.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
11.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
11.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
11.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
11.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
11.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
11.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
11.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
11.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
11.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
11.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
11.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
11.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
11.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
11.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
11.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
11.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
11.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
11.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
10.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
10.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
10.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
10.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
10.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
10.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
10.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
10.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
10.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
10.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
10.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
9.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
9.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
9.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
9.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
9.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
9.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
9.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
9.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
9.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
9.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
9.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
9.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
9.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
9.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
9.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
9.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
9.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
9.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
9.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
8.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
8.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
8.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
8.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
8.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
8.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
8.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
7.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
7.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
7.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
6.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
6.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
6.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
6.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
6.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
5.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
5.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
3.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
