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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.
IL1B 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
18.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
300.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
173.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
137.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
128.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
121.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
105.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
82.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
82.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
81.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
76.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
72.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
69.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
68.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
65.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
64.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
60.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
60.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
59.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
59.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
56.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
55.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
54.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
51.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
50.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
45.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
44.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
43.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
42.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
42.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
41.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
41.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
40.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
39.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
38.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
37.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
36.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
36.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
35.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
34.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
33.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
31.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
31.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
30.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
30.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
27.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
27.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
27.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
26.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
25.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
24.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
23.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
23.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
23.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
23.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
23.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
22.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
22.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
22.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
22.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
21.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
21.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
21.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
20.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
20.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
19.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
19.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
19.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
19.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
19.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
19.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
19.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
18.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
17.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
17.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
17.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
17.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
16.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
16.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
16.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
15.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
15.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
15.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
15.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
15.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
15.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
15.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
15.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
14.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
14.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
14.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
14.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
14.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
14.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
14.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
14.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
13.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
13.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
13.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
13.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
13.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
12.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
12.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
12.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
12.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
12.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
11.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
11.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
11.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
11.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
11.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
11.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
11.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
11.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
11.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
11.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
10.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
10.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
10.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
10.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
9.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
9.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
9.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
9.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
9.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
9.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
8.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
8.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
8.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
8.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
8.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
8.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
8.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
7.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
7.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
7.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
7.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
7.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
7.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
7.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
7.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
7.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
7.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
7.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
7.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
6.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
6.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
6.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
6.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
6.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
6.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
6.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
6.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
6.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
6.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
5.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
5.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
5.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
5.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
5.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
5.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
5.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
5.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
5.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
5.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
5.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
5.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
5.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
5.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
5.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
4.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
4.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
4.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
4.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
4.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
4.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
4.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
4.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
4.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
4.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
4.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
4.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
4.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
4.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
4.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
4.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
4.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
4.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
3.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
3.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
3.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
3.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
3.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
3.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
3.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
3.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
3.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
3.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
3.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
3.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
2.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
2.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
2.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
2.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
2.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
2.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
2.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
2.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
2.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
2.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
2.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
2.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
2.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
1.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
1.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
1.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
1.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
1.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
1.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
1.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
1.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
1.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
1.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
1.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
1.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
1.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
1.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
1.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
1.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
1.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
1.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
1.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
1.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
1.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
1.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
0.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
0.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
0.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
0.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
0.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
0.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
0.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 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.
IL1B 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
68.5
Number of samples
486
Samples
Sample
Description
TPM
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
1215.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
861.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
739.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
702.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
671.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
489.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
463.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
440.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
422.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
394.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
392.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
352.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
327.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
327.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
322.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
320.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
316.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
295.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
281.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
269.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
267.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
258.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
252.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
251.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
248.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
245.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
243.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
228.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
222.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
220.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
220.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
219.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
217.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
210.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
207.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
204.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
203.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
202.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
200.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
199.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
199.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
199.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
198.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
194.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
194.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
192.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
189.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
188.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
188.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
186.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
184.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
183.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
183.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
182.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
178.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
177.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
175.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
175.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
174.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
172.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
172.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
169.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
161.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
160.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
157.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
153.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
151.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
147.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
142.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
142.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
141.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
141.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
140.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
136.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
135.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
133.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
130.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
126.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
126.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
119.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
118.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
117.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
110.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
110.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
109.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
108.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
104.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
102.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
99.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
98.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
98.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
98.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
97.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
94.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
94.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
94.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
93.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
93.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
93.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
92.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
91.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
89.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
89.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
88.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
87.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
87.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
86.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
85.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
83.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
83.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
83.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
82.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
79.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
79.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
78.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
77.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
74.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
74.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
72.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
72.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
72.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
70.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
70.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
70.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
70.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
69.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
69.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
68.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
66.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
66.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
66.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
65.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
63.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
63.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
62.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
60.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
59.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
59.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
58.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
57.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
57.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
57.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
56.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
55.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
55.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
55.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
55.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
55.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
55.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
55.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
54.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
53.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
53.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
53.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
52.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
52.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
52.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
52.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
51.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
51.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
50.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
50.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
48.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
48.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
47.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
46.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
46.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
46.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
45.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
45.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
45.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
45.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
44.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
44.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
44.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
44.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
43.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
43.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
43.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
43.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
42.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
41.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
41.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
41.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
41.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
40.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
40.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
39.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
39.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
39.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
39.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
38.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
38.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
38.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
37.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
37.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
37.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
37.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
37.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
37.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
36.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
36.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
36.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
36.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
36.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
36.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
35.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
35.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
35.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
35.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
35.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
34.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
34.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
33.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
33.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
33.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
33.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
33.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
33.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
33.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
32.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
32.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
32.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
32.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
32.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
32.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
31.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
31.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
31.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
30.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
30.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
30.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
30.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
29.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
29.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
29.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
29.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
28.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
28.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
28.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
28.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
28.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
28.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
27.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
27.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
27.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
27.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
27.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
27.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
26.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
26.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
26.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
26.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
26.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
25.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
25.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
25.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
25.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
25.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
25.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
25.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
25.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
25.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
25.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
25.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
25.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
24.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
24.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
24.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
24.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
24.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
23.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
23.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
23.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
23.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
23.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
23.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
23.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
22.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
22.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
22.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
22.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
22.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
21.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
21.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
21.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
21.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
21.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
21.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
21.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
20.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
20.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
20.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
20.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
20.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
20.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
20.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
20.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
20.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
20.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
20.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
20.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
19.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
19.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
19.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
19.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
19.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
19.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
18.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
18.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
18.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
18.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
18.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
18.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
18.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
18.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
18.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
18.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
18.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
18.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
18.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
18.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
17.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
17.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
17.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
17.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
17.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
17.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
17.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
17.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
16.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
16.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
16.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
16.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
15.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
15.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
15.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
15.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
15.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
15.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
15.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
14.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
14.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
14.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
14.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
14.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
14.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
14.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
14.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
14.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
14.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
14.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
14.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
13.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
13.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
13.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
13.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
13.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
13.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
13.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
13.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
13.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
13.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
13.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
13.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
12.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
12.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
12.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
12.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
12.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
12.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
12.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
12.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
12.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
12.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
11.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
11.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
11.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
11.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
11.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
11.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
11.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
11.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
11.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
11.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
11.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
10.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
10.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
10.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
10.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
10.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
10.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
10.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
10.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
10.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
9.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
9.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
9.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
9.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
9.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
9.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
9.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
9.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
9.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
9.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
9.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
9.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
9.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
9.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
8.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
8.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
8.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
8.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
8.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
8.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
8.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
8.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
8.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
8.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
8.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
7.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
7.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
7.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
7.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
7.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
7.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
7.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
7.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
7.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
7.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
7.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
6.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
6.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
6.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
6.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
6.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
6.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
6.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
6.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
6.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
6.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
6.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
6.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
6.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
6.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
6.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
6.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
6.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
5.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
5.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
5.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
5.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
5.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
5.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
5.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
5.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
5.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
4.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
4.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
4.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
4.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
4.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
4.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
3.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
3.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
3.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
3.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
3.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
3.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
2.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
2.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
2.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
2.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
2.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
2.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
2.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
2.3
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
IL1B 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
19.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
277.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
161.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
98.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
62.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
55.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
55.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
53.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
45.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
45.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
45.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
43.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
36.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
34.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
30.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
29.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
27.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
27.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
24.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
23.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
19.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
19.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
19.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
18.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
18.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
17.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
15.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
15.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
14.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
13.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
13.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
12.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
12.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
12.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
12.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
11.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
10.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
10.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
10.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
9.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
9.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
8.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
8.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
8.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
7.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
7.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
7.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
7.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
7.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
6.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
6.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
6.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
6.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
6.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
5.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
5.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
5.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
5.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
5.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
5.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
5.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
4.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
4.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
4.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
4.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
3.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
3.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
3.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
3.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
3.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
3.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
2.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
2.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
2.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
2.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
2.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
2.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
2.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
1.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
1.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
1.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
0.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
0.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
0.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
0.6
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.
IL1B 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
51.2
Number of samples
207
Samples
Sample
Description
TPM
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
720.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
555.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
400.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
326.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
283.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
264.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
240.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
237.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
227.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
222.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
215.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
211.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
196.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
178.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
173.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
166.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
165.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
146.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
137.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
131.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
125.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
124.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
110.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
99.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
97.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
95.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
94.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
92.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
89.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
86.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
70.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
69.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
66.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
65.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
63.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
63.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
62.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
60.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
60.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
56.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
56.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
55.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
54.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
53.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
53.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
52.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
51.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
51.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
51.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
51.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
50.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
50.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
50.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
48.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
48.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
47.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
43.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
42.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
41.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
40.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
40.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
40.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
40.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
39.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
38.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
37.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
37.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
36.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
36.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
36.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
35.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
35.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
35.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
35.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
34.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
33.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
33.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
33.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
33.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
32.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
32.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
31.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
31.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
31.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
31.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
29.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
29.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
28.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
28.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
28.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
28.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
28.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
27.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
27.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
27.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
27.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
26.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
26.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
26.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
26.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
25.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
25.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
25.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
24.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
24.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
23.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
23.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
23.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
22.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
22.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
22.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
22.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
22.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
22.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
21.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
21.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
21.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
21.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
21.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
21.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
21.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
21.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
21.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
20.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
20.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
20.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
20.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
20.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
19.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
18.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
18.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
18.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
18.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
18.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
17.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
17.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
17.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
16.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
16.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
16.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
15.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
15.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
15.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
14.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
14.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
14.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
14.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
13.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
13.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
13.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
13.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
13.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
13.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
12.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
12.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
12.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
12.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
12.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
11.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
11.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
11.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
10.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
10.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
10.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
10.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
10.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
10.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
9.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
9.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
9.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
9.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
9.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
8.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
8.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
8.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
8.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
8.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
8.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
8.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
7.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
7.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
7.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
7.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
7.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
7.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
7.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
7.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
7.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
7.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
6.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
6.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
6.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
6.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
5.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
4.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
4.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
3.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
3.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
3.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
2.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
2.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
2.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
1.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
