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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.
IL1RN is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
14.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
176.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
92.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
89.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
82.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
80.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
70.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
62.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
57.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
56.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
53.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
52.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
51.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
47.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
47.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
46.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
46.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
45.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
44.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
44.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
43.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
43.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
42.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
41.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
41.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
41.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
39.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
38.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
37.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
36.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
36.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
33.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
33.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
33.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
30.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
30.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
30.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
30.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
29.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
29.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
28.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
27.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
25.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
25.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
25.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
24.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
24.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
24.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
23.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
21.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
21.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
20.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
20.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
20.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
20.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
20.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
20.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
19.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
19.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
19.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
19.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
19.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
19.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
18.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
17.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
17.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
17.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
17.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
17.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
17.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
16.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
16.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
16.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
16.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
16.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
16.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
16.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
15.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
15.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
15.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
15.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
15.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
15.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
14.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
14.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
14.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
14.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
13.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
13.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
13.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
13.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
13.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
13.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
13.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
12.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
12.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
12.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
12.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
12.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
12.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
12.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
12.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
11.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
11.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
11.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
11.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
10.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
10.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
10.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
10.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
10.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
9.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
9.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
9.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
9.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
9.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
9.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
9.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
9.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
9.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
9.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
8.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
8.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
8.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
8.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
8.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
8.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
8.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
8.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
8.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
8.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
8.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
7.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
7.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
7.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
7.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
7.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
7.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
7.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
6.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
6.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
6.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
6.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
6.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
6.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
6.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
6.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
6.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
6.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
6.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
5.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
5.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
5.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
5.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
5.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
5.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
5.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
5.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
5.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
5.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
4.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
4.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
4.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
4.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
4.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
4.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
4.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
4.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
4.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
3.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
3.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
3.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
3.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
3.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
3.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
3.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
3.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
3.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
3.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
3.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
3.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
3.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
3.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
3.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
3.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
3.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
3.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
3.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
3.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
3.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
3.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
2.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
2.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
2.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
2.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
2.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
2.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
2.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
2.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
2.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
2.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
2.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
2.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
2.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
2.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
2.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
1.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
1.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
1.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
1.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
1.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
1.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
1.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
1.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
1.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
1.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
1.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
1.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
1.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
1.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
1.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
1.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
1.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
1.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
1.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
0.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
0.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
0.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
0.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
0.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
0.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
0.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
0.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
0.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
0.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
0.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
0.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
0.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
0.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 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.
IL1RN 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
32.0
Number of samples
486
Samples
Sample
Description
TPM
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
417.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
393.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
272.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
237.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
237.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
211.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
192.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
186.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
169.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
167.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
165.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
162.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
161.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
142.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
142.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
137.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
136.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
134.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
133.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
131.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
128.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
124.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
123.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
123.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
120.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
119.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
111.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
106.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
104.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
101.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
100.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
99.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
98.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
95.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
94.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
93.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
93.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
89.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
86.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
84.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
83.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
81.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
80.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
79.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
79.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
77.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
77.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
76.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
75.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
73.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
72.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
72.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
70.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
70.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
69.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
68.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
67.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
66.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
66.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
65.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
65.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
64.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
64.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
63.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
62.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
61.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
60.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
58.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
58.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
58.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
56.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
56.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
56.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
55.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
54.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
54.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
54.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
52.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
51.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
51.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
50.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
50.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
50.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
49.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
49.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
49.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
49.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
48.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
48.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
48.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
47.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
47.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
47.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
46.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
46.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
45.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
45.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
45.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
44.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
43.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
43.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
43.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
43.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
42.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
42.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
42.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
41.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
41.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
41.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
40.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
40.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
39.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
39.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
38.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
38.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
38.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
37.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
37.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
37.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
37.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
37.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
37.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
37.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
36.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
36.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
36.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
35.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
35.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
35.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
34.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
34.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
33.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
33.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
32.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
32.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
32.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
32.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
32.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
32.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
31.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
31.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
30.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
29.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
29.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
29.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
29.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
28.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
28.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
28.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
28.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
28.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
28.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
28.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
27.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
27.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
27.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
27.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
27.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
26.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
26.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
26.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
26.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
26.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
26.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
26.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
26.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
25.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
25.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
25.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
25.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
25.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
25.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
25.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
24.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
24.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
24.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
24.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
24.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
24.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
24.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
24.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
24.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
24.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
23.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
23.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
23.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
23.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
23.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
23.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
23.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
23.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
23.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
23.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
23.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
22.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
22.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
22.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
21.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
21.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
21.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
21.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
21.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
21.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
21.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
20.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
20.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
20.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
20.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
20.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
20.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
20.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
19.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
19.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
19.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
19.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
19.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
18.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
18.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
18.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
18.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
18.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
18.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
18.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
18.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
18.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
18.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
18.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
18.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
17.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
17.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
17.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
17.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
17.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
17.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
16.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
16.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
16.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
16.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
16.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
16.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
16.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
16.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
16.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
16.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
15.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
15.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
15.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
15.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
15.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
15.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
15.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
15.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
14.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
14.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
14.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
14.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
14.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
14.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
14.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
14.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
14.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
14.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
14.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
14.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
14.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
14.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
13.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
13.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
13.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
13.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
13.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
13.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
13.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
13.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
13.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
13.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
13.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
13.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
13.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
13.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
13.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
13.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
12.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
12.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
12.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
12.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
12.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
12.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
12.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
12.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
12.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
12.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
12.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
12.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
12.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
11.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
11.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
11.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
11.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
11.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
11.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
11.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
11.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
11.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
11.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
11.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
11.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
11.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
10.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
10.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
10.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
10.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
10.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
10.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
10.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
10.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
10.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
10.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
10.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
10.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
10.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
10.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
10.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
10.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
10.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
10.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
10.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
9.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
9.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
9.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
9.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
9.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
9.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
9.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
9.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
9.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
9.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
9.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
9.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
9.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
9.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
9.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
9.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
9.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
9.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
9.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
9.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
9.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
9.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
9.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
8.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
8.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
8.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
8.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
8.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
8.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
8.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
8.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
8.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
8.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
8.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
8.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
8.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
8.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
8.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
7.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
7.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
7.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
7.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
7.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
7.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
7.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
7.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
7.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
7.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
7.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
7.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
7.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
7.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
7.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
7.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
7.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
7.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
7.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
7.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
7.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
7.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
7.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
7.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
7.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
7.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
6.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
6.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
6.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
6.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
6.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
6.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
6.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
6.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
6.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
6.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
6.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
6.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
6.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
6.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
6.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
6.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
6.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
6.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
6.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
6.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
6.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
5.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
5.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
5.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
5.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
5.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
5.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
5.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
5.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
5.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
5.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
5.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
5.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
5.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
5.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
5.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
4.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
4.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
4.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
4.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
4.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
4.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
4.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
4.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
4.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
4.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
4.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
4.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
4.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
4.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
4.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
4.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
4.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
4.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
4.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
4.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
4.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
4.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
4.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
4.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
3.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
3.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
3.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
3.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
3.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
3.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
3.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
3.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
3.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
3.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
3.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
3.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
2.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
2.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
2.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
2.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
2.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
2.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
2.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
1.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
1.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
1.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
1.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
1.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
1.0
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.
IL1RN 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
10.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
95.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
44.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
43.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
34.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
26.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
25.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
24.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
22.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
22.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
21.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
21.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
21.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
20.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
20.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
20.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
19.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
17.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
17.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
17.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
16.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
16.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
15.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
13.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
13.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
12.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
12.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
12.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
12.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
11.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
11.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
11.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
11.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
11.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
10.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
9.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
9.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
8.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
8.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
8.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
7.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
7.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
6.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
5.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
5.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
5.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
5.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
5.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
5.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
4.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
4.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
4.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
4.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
4.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
4.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
3.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
3.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
3.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
3.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
3.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
3.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
3.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
3.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
3.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
2.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
2.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
2.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
2.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
2.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
2.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
2.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
2.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
2.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
1.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
1.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
1.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
1.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
1.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
0.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
0.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
0.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 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.
IL1RN 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
21.7
Number of samples
207
Samples
Sample
Description
TPM
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
144.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
111.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
108.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
101.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
101.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
100.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
96.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
90.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
81.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
78.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
77.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
74.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
70.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
64.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
64.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
62.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
60.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
59.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
57.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
56.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
54.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
54.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
53.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
52.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
51.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
44.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
43.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
43.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
42.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
41.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
41.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
39.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
39.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
38.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
37.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
37.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
36.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
35.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
33.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
33.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
33.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
33.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
30.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
30.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
29.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
29.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
28.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
27.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
26.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
26.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
24.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
24.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
23.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
23.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
22.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
22.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
21.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
21.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
21.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
21.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
21.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
20.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
20.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
20.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
20.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
19.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
19.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
19.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
18.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
18.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
18.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
18.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
18.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
17.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
17.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
17.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
17.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
17.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
16.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
16.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
16.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
16.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
15.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
15.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
15.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
15.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
14.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
14.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
14.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
14.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
14.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
14.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
14.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
13.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
13.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
13.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
13.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
12.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
12.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
12.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
12.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
11.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
11.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
11.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
11.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
11.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
11.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
11.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
11.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
10.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
10.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
10.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
10.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
10.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
10.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
10.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
9.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
9.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
9.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
9.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
9.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
9.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
9.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
9.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
9.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
9.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
9.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
9.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
9.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
8.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
8.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
8.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
8.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
8.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
8.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
8.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
8.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
8.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
8.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
8.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
8.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
8.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
8.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
8.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
8.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
7.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
7.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
7.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
7.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
7.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
7.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
7.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
7.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
7.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
7.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
7.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
7.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
7.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
7.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
7.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
6.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
6.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
6.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
6.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
6.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
6.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
6.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
6.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
6.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
6.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
5.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
5.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
5.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
5.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
5.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
5.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
5.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
5.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
5.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
5.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
5.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
4.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
4.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
4.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
4.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
4.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
4.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
4.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
4.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
4.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
4.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
4.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
4.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
3.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
3.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
3.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
3.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
3.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
3.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
2.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
2.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
2.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
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
