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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.
IFNAR2 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
14.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
36.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
35.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
31.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
28.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
28.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
27.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
26.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
26.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
26.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
25.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
25.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
25.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
24.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
23.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
23.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
22.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
21.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
21.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
21.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
21.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
21.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
21.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
20.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
20.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
20.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
20.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
20.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
20.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
20.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
20.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
19.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
19.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
19.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
19.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
19.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
19.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
19.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
19.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
18.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
18.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
18.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
18.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
18.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
17.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
17.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
17.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
17.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
17.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
17.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
17.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
17.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
17.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
17.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
17.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
17.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
17.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
17.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
17.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
17.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
17.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
17.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
17.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
16.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
16.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
16.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
16.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
16.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
16.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
16.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
16.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
16.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
16.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
16.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
16.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
16.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
16.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
16.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
16.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
16.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
16.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
15.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
15.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
15.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
15.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
15.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
15.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
15.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
15.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
15.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
15.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
15.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
15.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
15.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
15.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
15.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
15.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
15.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
15.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
15.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
15.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
15.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
15.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
15.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
14.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
14.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
14.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
14.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
14.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
14.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
14.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
14.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
14.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
14.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
14.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
14.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
14.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
14.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
14.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
14.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
13.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
13.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
13.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
13.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
13.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
13.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
13.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
13.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
13.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
13.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
13.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
13.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
13.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
13.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
13.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
13.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
13.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
12.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
12.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
12.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
12.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
12.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
12.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
12.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
12.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
12.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
12.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
12.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
12.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
12.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
11.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
11.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
11.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
11.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
11.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
11.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
11.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
11.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
11.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
11.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
11.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
11.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
11.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
11.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
11.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
11.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
11.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
11.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
11.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
11.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
11.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
11.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
11.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
10.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
10.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
10.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
10.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
10.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
10.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
10.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
10.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
10.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
10.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
10.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
10.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
10.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
10.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
10.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
10.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
10.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
10.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
10.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
10.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
10.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
9.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
9.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
9.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
9.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
9.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
9.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
9.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
9.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
9.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
9.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
9.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
9.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
9.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
9.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
9.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
9.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
9.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
9.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
9.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
9.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
9.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
9.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
9.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
9.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
8.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
8.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
8.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
8.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
8.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
8.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
8.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
8.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
8.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
8.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
8.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
8.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
8.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
7.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
7.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
7.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
7.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
7.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
7.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
6.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
6.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
6.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
6.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
6.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
6.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
6.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
6.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
5.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
5.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
5.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 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.
IFNAR2 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
24.4
Number of samples
486
Samples
Sample
Description
TPM
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
47.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
43.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
42.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
42.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
42.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
40.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
40.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
40.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
39.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
39.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
39.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
38.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
38.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
37.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
37.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
37.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
37.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
37.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
37.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
37.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
36.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
36.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
35.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
35.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
35.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
35.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
34.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
34.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
34.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
34.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
34.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
34.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
34.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
34.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
34.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
34.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
33.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
33.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
33.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
33.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
33.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
33.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
33.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
33.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
33.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
33.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
33.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
33.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
32.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
32.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
32.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
32.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
32.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
32.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
32.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
32.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
32.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
32.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
32.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
32.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
32.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
32.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
32.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
31.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
31.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
31.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
31.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
31.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
31.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
31.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
31.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
31.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
31.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
31.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
31.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
31.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
31.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
30.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
30.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
30.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
30.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
30.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
30.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
30.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
30.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
30.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
30.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
30.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
30.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
30.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
30.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
30.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
29.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
29.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
29.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
29.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
29.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
29.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
29.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
29.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
29.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
29.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
29.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
29.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
29.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
29.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
28.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
28.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
28.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
28.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
28.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
28.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
28.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
28.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
28.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
28.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
28.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
28.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
28.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
28.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
28.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
28.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
28.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
28.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
28.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
28.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
28.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
27.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
27.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
27.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
27.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
27.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
27.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
27.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
27.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
27.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
27.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
27.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
27.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
27.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
27.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
27.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
27.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
27.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
27.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
27.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
27.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
27.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
27.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
27.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
27.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
27.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
26.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
26.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
26.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
26.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
26.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
26.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
26.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
26.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
26.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
26.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
26.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
26.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
26.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
26.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
26.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
26.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
26.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
26.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
26.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
26.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
26.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
26.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
26.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
26.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
26.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
26.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
26.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
26.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
26.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
26.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
26.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
26.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
26.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
26.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
26.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
26.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
26.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
25.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
25.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
25.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
25.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
25.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
25.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
25.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
25.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
25.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
25.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
25.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
25.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
25.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
25.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
25.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
25.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
25.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
25.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
25.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
25.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
25.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
25.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
25.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
25.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
25.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
25.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
25.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
24.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
24.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
24.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
24.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
24.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
24.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
24.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
24.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
24.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
24.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
24.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
24.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
24.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
24.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
24.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
24.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
24.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
24.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
24.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
24.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
24.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
24.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
24.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
24.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
24.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
24.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
24.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
24.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
24.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
23.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
23.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
23.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
23.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
23.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
23.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
23.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
23.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
23.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
23.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
23.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
23.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
23.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
23.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
23.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
23.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
23.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
23.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
23.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
23.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
23.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
23.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
23.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
23.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
23.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
23.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
23.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
23.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
23.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
23.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
23.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
22.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
22.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
22.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
22.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
22.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
22.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
22.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
22.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
22.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
22.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
22.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
22.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
22.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
22.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
22.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
22.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
22.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
22.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
22.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
22.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
22.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
22.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
22.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
22.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
22.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
22.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
22.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
22.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
22.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
22.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
22.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
21.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
21.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
21.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
21.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
21.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
21.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
21.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
21.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
21.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
21.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
21.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
21.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
21.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
21.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
21.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
21.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
21.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
21.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
21.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
21.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
21.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
21.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
21.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
21.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
21.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
21.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
21.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
21.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
20.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
20.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
20.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
20.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
20.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
20.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
20.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
20.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
20.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
20.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
20.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
20.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
20.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
20.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
20.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
20.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
20.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
20.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
20.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
20.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
20.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
20.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
20.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
20.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
20.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
20.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
19.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
19.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
19.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
19.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
19.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
19.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
19.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
19.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
19.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
19.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
19.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
19.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
19.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
19.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
19.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
19.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
19.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
19.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
19.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
19.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
19.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
19.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
19.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
19.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
19.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
19.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
19.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
19.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
18.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
18.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
18.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
18.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
18.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
18.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
18.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
18.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
18.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
18.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
18.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
18.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
18.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
18.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
18.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
18.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
18.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
18.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
18.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
18.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
18.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
18.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
18.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
18.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
18.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
17.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
17.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
17.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
17.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
17.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
17.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
17.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
17.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
17.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
17.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
17.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
17.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
17.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
17.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
17.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
17.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
17.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
17.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
16.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
16.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
16.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
16.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
16.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
16.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
16.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
16.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
16.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
16.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
16.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
16.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
16.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
16.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
16.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
16.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
16.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
16.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
16.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
15.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
15.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
15.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
15.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
15.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
15.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
15.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
15.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
14.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
14.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
14.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
14.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
14.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
14.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
13.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
13.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
13.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
13.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
12.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
12.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
12.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
11.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
11.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
11.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
11.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
11.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
8.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.9
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.
IFNAR2 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
14.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
35.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
29.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
25.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
24.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
23.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
23.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
23.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
22.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
22.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
21.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
20.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
20.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
20.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
20.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
20.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
20.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
20.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
19.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
19.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
19.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
19.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
18.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
18.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
17.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
17.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
17.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
17.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
16.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
16.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
16.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
16.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
16.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
16.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
15.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
15.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
15.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
15.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
15.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
15.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
14.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
14.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
14.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
14.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
14.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
13.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
13.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
13.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
13.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
13.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
12.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
12.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
12.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
12.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
12.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
12.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
12.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
12.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
11.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
11.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
11.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
11.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
11.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
11.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
11.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
11.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
10.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
10.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
10.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
10.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
10.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
10.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
10.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
9.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
9.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
9.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
9.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
8.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
8.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
8.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
8.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
8.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
7.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
7.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
6.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
6.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
4.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
IFNAR2 is potential prognostic, high expression is favorable 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
24.5
Number of samples
207
Samples
Sample
Description
TPM
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
47.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
44.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
41.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
40.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
39.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
38.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
38.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
36.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
36.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
35.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
35.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
34.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
34.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
33.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
33.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
33.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
33.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
33.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
32.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
32.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
32.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
32.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
32.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
32.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
32.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
31.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
31.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
31.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
31.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
31.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
31.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
31.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
31.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
31.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
30.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
30.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
30.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
30.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
30.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
29.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
29.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
29.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
29.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
29.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
29.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
29.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
29.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
29.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
29.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
29.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
29.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
29.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
29.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
29.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
28.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
28.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
28.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
28.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
28.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
28.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
28.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
28.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
28.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
28.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
28.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
27.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
27.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
27.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
27.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
27.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
27.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
27.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
27.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
27.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
27.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
27.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
27.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
26.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
26.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
26.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
26.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
26.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
26.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
26.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
26.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
26.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
25.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
25.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
25.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
25.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
25.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
24.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
24.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
24.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
24.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
24.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
24.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
24.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
24.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
24.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
24.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
24.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
24.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
24.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
24.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
23.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
23.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
23.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
23.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
23.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
23.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
23.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
23.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
23.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
23.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
23.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
23.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
23.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
22.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
22.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
22.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
22.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
22.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
22.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
22.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
22.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
22.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
22.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
22.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
22.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
22.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
22.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
21.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
21.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
21.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
21.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
21.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
21.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
21.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
21.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
21.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
20.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
20.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
20.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
20.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
20.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
20.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
20.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
20.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
20.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
20.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
20.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
20.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
20.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
20.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
20.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
20.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
20.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
20.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
19.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
19.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
19.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
19.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
19.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
19.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
19.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
19.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
19.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
18.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
18.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
18.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
18.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
18.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
18.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
18.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
17.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
17.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
17.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
17.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
17.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
17.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
17.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
17.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
16.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
16.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
16.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
16.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
15.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
15.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
15.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
15.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
15.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
15.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
15.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
15.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
15.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
14.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
14.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
13.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
13.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
12.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
12.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
11.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
10.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.7
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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
