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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.
IRF9 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
20.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
64.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
61.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
54.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
46.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
45.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
45.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
44.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
44.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
43.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
42.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
41.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
38.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
38.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
38.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
38.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
37.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
37.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
37.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
37.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
36.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
36.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
36.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
36.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
35.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
35.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
34.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
34.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
34.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
34.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
33.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
33.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
33.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
32.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
32.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
32.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
32.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
32.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
32.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
31.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
31.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
31.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
31.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
30.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
30.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
30.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
30.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
30.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
29.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
29.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
29.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
28.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
28.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
28.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
28.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
27.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
27.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
27.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
27.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
27.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
27.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
27.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
26.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
25.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
25.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
25.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
25.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
25.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
25.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
25.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
24.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
24.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
24.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
24.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
24.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
24.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
24.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
24.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
24.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
24.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
23.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
23.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
23.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
23.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
23.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
23.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
23.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
23.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
23.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
23.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
23.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
23.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
22.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
22.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
22.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
22.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
22.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
22.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
22.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
21.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
21.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
21.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
21.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
21.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
21.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
21.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
21.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
20.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
20.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
20.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
20.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
20.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
20.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
19.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
19.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
19.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
19.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
19.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
19.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
19.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
19.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
19.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
19.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
19.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
19.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
19.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
19.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
18.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
18.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
18.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
18.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
18.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
18.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
18.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
18.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
18.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
17.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
17.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
17.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
17.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
17.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
17.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
17.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
17.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
17.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
17.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
16.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
16.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
16.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
16.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
16.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
16.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
16.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
16.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
16.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
16.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
16.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
15.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
15.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
15.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
15.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
15.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
15.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
15.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
15.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
15.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
15.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
14.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
14.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
14.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
14.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
14.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
14.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
14.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
14.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
14.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
14.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
14.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
14.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
13.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
13.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
13.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
13.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
13.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
13.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
13.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
12.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
12.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
12.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
12.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
12.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
12.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
12.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
12.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
12.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
12.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
12.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
11.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
11.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
11.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
11.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
11.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
11.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
11.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
10.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
10.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
10.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
10.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
10.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
10.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
10.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
10.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
10.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
10.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
10.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
10.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
9.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
9.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
9.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
9.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
9.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
9.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
9.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
9.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
9.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
9.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
9.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
8.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
8.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
8.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
8.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
8.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
8.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
8.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
7.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
7.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
7.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
7.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
6.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
6.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
6.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
6.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
6.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
6.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
5.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
5.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
4.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
3.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
3.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
3.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 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.
IRF9 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
17.4
Number of samples
486
Samples
Sample
Description
TPM
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
60.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
44.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
41.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
40.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
39.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
39.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
39.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
39.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
37.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
36.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
35.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
35.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
35.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
35.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
35.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
34.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
34.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
34.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
34.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
33.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
33.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
33.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
33.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
33.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
33.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
32.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
32.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
32.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
32.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
32.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
32.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
31.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
31.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
31.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
31.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
31.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
31.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
31.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
30.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
30.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
30.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
30.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
30.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
30.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
30.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
30.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
29.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
29.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
29.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
29.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
29.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
29.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
28.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
28.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
28.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
28.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
28.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
28.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
28.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
27.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
27.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
27.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
27.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
27.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
27.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
27.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
27.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
27.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
27.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
27.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
26.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
26.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
26.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
26.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
25.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
25.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
25.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
25.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
25.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
25.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
25.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
25.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
25.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
25.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
24.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
24.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
24.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
24.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
24.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
24.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
24.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
24.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
24.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
24.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
24.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
24.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
23.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
23.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
23.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
23.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
23.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
23.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
23.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
23.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
23.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
23.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
23.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
23.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
23.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
23.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
23.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
23.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
23.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
23.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
22.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
22.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
22.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
22.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
22.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
22.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
22.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
22.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
22.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
22.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
22.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
22.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
21.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
21.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
21.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
21.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
21.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
21.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
21.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
21.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
21.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
21.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
21.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
21.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
21.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
21.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
21.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
21.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
21.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
21.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
21.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
21.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
21.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
20.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
20.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
20.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
20.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
20.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
20.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
20.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
20.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
20.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
20.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
20.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
20.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
20.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
20.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
20.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
20.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
20.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
19.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
19.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
19.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
19.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
19.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
19.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
19.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
19.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
19.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
19.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
19.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
19.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
19.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
18.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
18.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
18.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
18.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
18.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
18.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
18.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
18.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
18.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
18.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
18.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
18.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
18.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
18.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
18.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
18.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
18.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
18.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
18.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
18.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
18.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
17.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
17.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
17.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
17.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
17.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
17.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
17.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
17.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
17.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
17.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
17.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
17.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
17.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
17.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
17.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
17.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
17.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
17.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
17.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
17.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
17.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
17.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
17.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
17.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
16.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
16.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
16.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
16.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
16.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
16.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
16.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
16.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
16.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
16.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
16.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
16.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
16.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
16.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
16.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
16.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
16.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
16.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
16.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
16.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
16.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
16.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
16.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
15.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
15.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
15.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
15.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
15.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
15.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
15.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
15.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
15.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
15.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
15.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
15.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
15.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
15.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
15.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
15.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
15.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
15.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
15.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
15.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
15.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
15.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
15.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
15.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
15.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
14.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
14.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
14.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
14.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
14.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
14.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
14.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
14.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
14.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
14.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
14.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
14.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
14.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
14.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
14.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
14.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
14.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
14.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
14.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
14.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
14.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
14.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
14.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
14.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
14.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
13.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
13.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
13.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
13.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
13.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
13.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
13.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
13.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
13.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
13.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
13.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
13.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
13.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
13.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
13.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
13.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
13.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
13.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
13.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
13.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
13.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
13.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
12.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
12.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
12.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
12.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
12.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
12.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
12.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
12.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
12.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
12.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
12.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
12.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
12.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
12.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
12.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
12.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
12.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
12.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
12.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
12.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
12.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
12.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
11.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
11.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
11.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
11.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
11.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
11.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
11.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
11.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
11.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
11.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
11.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
11.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
11.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
11.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
11.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
11.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
11.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
11.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
11.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
11.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
11.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
11.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
11.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
11.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
11.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
11.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
11.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
11.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
11.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
11.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
11.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
10.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
10.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
10.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
10.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
10.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
10.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
10.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
10.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
10.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
10.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
10.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
10.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
10.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
10.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
10.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
10.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
10.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
10.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
10.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
10.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
10.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
10.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
10.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
10.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
10.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
10.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
10.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
9.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
9.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
9.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
9.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
9.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
9.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
9.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
9.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
9.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
9.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
9.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
9.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
8.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
8.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
8.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
8.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
8.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
8.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
8.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
8.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
8.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
8.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
8.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
8.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
8.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
8.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
8.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
8.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
8.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
8.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
8.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
8.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
8.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
7.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
7.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
7.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
7.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
7.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
7.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
7.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
7.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
7.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
7.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
7.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
7.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
7.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
7.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
7.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
7.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
7.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
6.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
6.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
6.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
6.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
6.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
6.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
6.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
6.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
6.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
6.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
6.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
6.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
6.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
6.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
5.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
5.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
5.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
5.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
5.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
5.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
5.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
4.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
4.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
4.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
4.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
3.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 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.
IRF9 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
18.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
40.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
39.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
39.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
38.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
35.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
35.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
35.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
33.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
32.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
28.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
28.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
28.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
27.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
26.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
26.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
26.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
26.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
26.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
25.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
25.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
24.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
24.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
24.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
23.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
22.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
22.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
22.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
22.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
21.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
21.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
21.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
20.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
20.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
19.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
19.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
19.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
19.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
18.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
18.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
18.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
17.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
17.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
17.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
16.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
16.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
16.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
16.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
15.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
15.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
15.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
15.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
15.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
14.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
14.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
13.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
13.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
13.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
13.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
12.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
12.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
12.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
12.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
11.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
11.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
11.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
11.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
11.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
11.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
11.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
10.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
10.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
9.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
9.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
9.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
8.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
8.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
8.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
7.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
7.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
7.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
7.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
6.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
6.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
5.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
4.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
IRF9 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
15.0
Number of samples
207
Samples
Sample
Description
TPM
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
38.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
38.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
37.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
36.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
35.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
33.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
33.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
32.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
31.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
30.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
30.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
29.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
28.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
28.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
27.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
27.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
26.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
25.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
25.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
24.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
24.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
24.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
24.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
24.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
24.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
23.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
23.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
23.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
23.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
23.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
22.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
22.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
22.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
21.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
20.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
20.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
20.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
20.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
20.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
20.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
20.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
20.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
20.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
20.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
20.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
19.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
19.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
19.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
19.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
19.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
19.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
19.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
18.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
18.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
18.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
18.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
18.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
18.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
18.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
17.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
17.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
17.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
17.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
17.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
16.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
16.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
16.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
16.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
16.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
16.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
16.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
16.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
16.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
16.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
16.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
16.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
15.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
15.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
15.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
15.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
15.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
15.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
15.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
15.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
15.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
15.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
14.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
14.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
14.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
14.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
14.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
14.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
14.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
14.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
14.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
14.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
14.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
14.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
14.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
13.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
13.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
13.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
13.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
13.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
13.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
13.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
13.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
13.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
13.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
13.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
13.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
13.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
13.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
12.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
12.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
12.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
12.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
12.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
12.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
12.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
12.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
11.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
11.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
11.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
11.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
11.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
11.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
11.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
11.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
11.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
11.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
10.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
10.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
10.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
10.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
10.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
10.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
10.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
10.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
10.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
10.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
10.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
10.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
10.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
10.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
10.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
10.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
9.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
9.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
9.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
9.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
9.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
9.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
9.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
9.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
9.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
9.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
9.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
8.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
8.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
8.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
8.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
8.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
8.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
8.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
8.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
8.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
8.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
8.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
8.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
8.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
8.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
8.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
7.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
7.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
7.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
7.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
7.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
7.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
7.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
7.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
7.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
7.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
6.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
6.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
6.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
6.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
6.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
5.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
5.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
5.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
5.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
5.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
5.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
4.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
2.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
2.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
0.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.9
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.7
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.7
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.7
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.6
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.6
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.6
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.6
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.6
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.6
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.6
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.6
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.5
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.5
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.5
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.5
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.5
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.5
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.4
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.4
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.4
b2400046-1d25-429d-a821-6040a6
Tumor
0.4
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.4
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.3
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.3
43192517-085e-450e-9481-0a6713_D3
Tumor
0.3
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.3
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.3
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.3
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.3
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.3
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.3
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.3
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.3
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.2
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.0
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.0
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
1c070992-647b-4173-a481-904c4d_D2
Normal
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.0
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.0
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.0
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.0
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.0
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.0
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.0
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.0
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.0
8cc7e656-0152-4359-8566-0581c3
Tumor
0.0
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.2
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.2
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.3
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.3
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.3
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.3
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.3
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.3
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.3
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.3
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.3
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.3
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.3
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.4
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.4
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.4
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.4
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.4
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.5
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.5
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.5
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.5
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.5
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.6
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.6
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.7
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
