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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.
IL18 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
25.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
94.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
75.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
73.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
72.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
72.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
72.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
71.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
70.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
69.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
67.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
64.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
63.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
62.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
62.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
60.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
55.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
53.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
52.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
51.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
51.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
51.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
48.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
48.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
47.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
46.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
45.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
43.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
43.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
42.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
42.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
42.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
41.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
41.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
41.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
40.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
40.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
40.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
39.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
39.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
38.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
38.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
38.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
38.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
37.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
37.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
37.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
37.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
36.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
36.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
36.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
36.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
36.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
36.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
35.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
35.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
35.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
35.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
34.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
34.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
34.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
34.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
33.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
33.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
33.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
33.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
33.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
33.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
33.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
33.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
32.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
32.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
32.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
31.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
31.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
30.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
30.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
30.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
30.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
30.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
29.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
29.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
29.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
29.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
29.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
29.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
29.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
29.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
28.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
27.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
27.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
27.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
27.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
27.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
27.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
26.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
26.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
26.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
26.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
26.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
26.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
26.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
26.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
25.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
25.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
25.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
25.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
25.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
25.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
25.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
25.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
24.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
24.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
24.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
24.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
23.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
23.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
23.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
23.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
23.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
23.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
23.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
23.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
22.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
22.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
22.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
22.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
22.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
22.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
21.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
21.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
21.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
21.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
21.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
20.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
20.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
20.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
20.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
20.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
20.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
19.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
19.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
19.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
19.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
19.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
19.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
19.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
19.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
19.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
19.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
19.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
18.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
18.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
18.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
18.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
18.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
18.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
17.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
17.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
17.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
17.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
17.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
17.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
17.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
17.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
17.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
17.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
16.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
16.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
16.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
16.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
16.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
16.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
15.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
15.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
15.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
15.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
15.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
15.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
14.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
14.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
14.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
14.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
14.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
14.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
14.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
13.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
13.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
13.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
13.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
13.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
13.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
13.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
13.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
13.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
13.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
12.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
12.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
12.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
12.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
12.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
12.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
12.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
12.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
12.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
12.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
12.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
12.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
12.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
11.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
11.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
11.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
11.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
10.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
10.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
10.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
10.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
10.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
10.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
10.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
10.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
9.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
9.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
9.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
9.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
9.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
8.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
8.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
8.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
8.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
7.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
7.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
7.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
7.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
7.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
7.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
7.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
7.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
6.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
6.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
6.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
6.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
6.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
6.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
5.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
5.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
5.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
5.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
5.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
4.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
4.2
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.
IL18 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
17.7
Number of samples
486
Samples
Sample
Description
TPM
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
57.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
55.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
53.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
53.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
51.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
51.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
48.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
48.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
46.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
46.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
46.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
46.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
45.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
44.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
43.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
42.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
41.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
39.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
39.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
38.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
37.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
37.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
35.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
35.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
34.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
34.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
34.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
34.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
34.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
33.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
33.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
32.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
32.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
32.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
32.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
32.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
31.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
30.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
30.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
30.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
30.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
30.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
30.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
30.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
30.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
30.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
29.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
29.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
29.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
29.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
28.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
28.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
28.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
28.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
28.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
28.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
28.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
27.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
27.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
27.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
27.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
26.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
26.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
26.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
26.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
26.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
26.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
25.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
25.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
25.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
25.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
25.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
25.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
25.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
25.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
25.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
25.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
25.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
25.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
25.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
24.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
24.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
24.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
24.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
24.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
24.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
24.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
24.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
24.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
24.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
23.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
23.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
23.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
23.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
23.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
23.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
23.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
23.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
23.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
23.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
23.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
22.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
22.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
22.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
22.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
22.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
22.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
22.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
22.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
22.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
22.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
22.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
22.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
22.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
22.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
22.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
22.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
22.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
22.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
21.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
21.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
21.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
21.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
21.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
21.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
21.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
21.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
21.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
21.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
21.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
21.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
21.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
21.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
21.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
20.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
20.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
20.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
20.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
20.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
20.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
20.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
20.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
20.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
20.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
20.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
20.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
20.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
20.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
20.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
20.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
20.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
19.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
19.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
19.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
19.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
19.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
19.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
19.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
19.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
19.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
19.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
19.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
19.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
19.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
19.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
19.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
19.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
19.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
19.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
19.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
19.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
18.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
18.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
18.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
18.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
18.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
18.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
18.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
18.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
18.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
18.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
18.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
18.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
18.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
18.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
18.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
18.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
18.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
18.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
18.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
18.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
18.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
18.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
18.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
17.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
17.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
17.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
17.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
17.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
17.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
17.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
17.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
17.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
17.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
17.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
17.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
17.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
17.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
17.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
17.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
17.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
17.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
17.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
17.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
17.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
17.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
17.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
16.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
16.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
16.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
16.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
16.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
16.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
16.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
16.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
16.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
16.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
16.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
16.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
16.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
16.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
16.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
16.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
16.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
16.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
16.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
16.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
16.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
16.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
16.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
15.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
15.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
15.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
15.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
15.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
15.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
15.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
15.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
15.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
15.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
15.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
15.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
15.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
15.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
15.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
15.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
15.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
15.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
15.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
15.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
15.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
15.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
15.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
15.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
15.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
15.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
15.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
15.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
15.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
15.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
14.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
14.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
14.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
14.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
14.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
14.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
14.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
14.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
14.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
14.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
14.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
14.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
14.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
14.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
14.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
14.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
14.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
14.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
14.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
14.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
14.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
14.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
14.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
14.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
14.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
14.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
14.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
13.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
13.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
13.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
13.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
13.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
13.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
13.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
13.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
13.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
13.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
13.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
13.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
13.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
13.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
13.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
13.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
13.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
13.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
13.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
12.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
12.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
12.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
12.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
12.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
12.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
12.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
12.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
12.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
12.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
12.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
12.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
12.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
12.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
12.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
12.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
12.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
12.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
12.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
12.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
12.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
12.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
11.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
11.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
11.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
11.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
11.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
11.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
11.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
11.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
11.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
11.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
11.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
11.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
11.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
11.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
11.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
11.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
11.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
11.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
11.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
11.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
11.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
11.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
11.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
10.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
10.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
10.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
10.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
10.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
10.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
10.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
10.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
10.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
10.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
10.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
10.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
10.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
10.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
10.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
10.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
10.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
10.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
10.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
10.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
10.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
10.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
10.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
10.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
10.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
10.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
9.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
9.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
9.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
9.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
9.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
9.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
9.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
9.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
9.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
9.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
9.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
9.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
9.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
9.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
9.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
9.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
9.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
9.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
9.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
9.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
9.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
9.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
9.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
9.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
8.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
8.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
8.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
8.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
8.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
8.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
8.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
8.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
8.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
8.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
8.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
8.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
8.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
8.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
8.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
8.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
8.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
8.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
7.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
7.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
7.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
7.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
7.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
7.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
7.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
7.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
7.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
7.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
7.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
7.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
7.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
6.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
6.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
6.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
6.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
6.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
6.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
6.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
6.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
6.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
6.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
6.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
6.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
6.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
6.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
6.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
5.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
5.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
5.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
5.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
5.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
5.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
5.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
4.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
4.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
4.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
4.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
4.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
4.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
4.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
3.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
3.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.0
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
IL18 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
21.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
51.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
47.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
47.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
42.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
41.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
40.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
39.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
38.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
38.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
38.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
35.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
34.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
34.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
33.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
33.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
31.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
29.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
29.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
29.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
28.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
28.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
27.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
27.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
27.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
27.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
26.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
26.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
25.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
24.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
24.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
24.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
24.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
24.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
23.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
23.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
23.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
23.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
22.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
22.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
21.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
21.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
21.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
20.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
20.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
20.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
20.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
19.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
19.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
18.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
18.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
18.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
18.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
17.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
17.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
16.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
16.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
16.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
15.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
15.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
14.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
14.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
13.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
13.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
12.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
11.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
11.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
11.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
10.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
10.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
10.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
10.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
10.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
10.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
9.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
9.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
9.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
8.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
8.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
7.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
7.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
7.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
7.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
6.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
6.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
4.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
3.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 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.
IL18 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
16.0
Number of samples
207
Samples
Sample
Description
TPM
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
46.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
46.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
46.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
42.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
38.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
37.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
36.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
36.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
35.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
34.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
31.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
29.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
28.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
28.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
27.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
27.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
26.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
26.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
26.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
25.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
24.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
24.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
24.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
24.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
24.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
24.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
24.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
24.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
23.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
23.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
23.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
23.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
22.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
22.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
22.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
22.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
22.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
22.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
22.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
22.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
22.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
21.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
21.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
21.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
21.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
21.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
21.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
21.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
21.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
21.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
20.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
20.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
20.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
20.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
19.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
19.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
19.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
19.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
19.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
19.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
19.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
19.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
18.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
18.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
18.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
18.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
18.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
18.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
18.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
18.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
18.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
17.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
17.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
17.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
17.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
17.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
17.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
17.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
17.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
17.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
16.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
16.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
16.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
16.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
16.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
16.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
15.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
15.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
15.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
15.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
15.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
15.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
15.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
15.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
15.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
15.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
15.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
14.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
14.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
14.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
14.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
14.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
14.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
14.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
14.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
14.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
14.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
14.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
14.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
14.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
13.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
13.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
13.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
13.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
13.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
13.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
13.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
13.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
13.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
12.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
12.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
12.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
12.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
12.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
12.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
12.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
12.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
12.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
12.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
12.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
11.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
11.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
11.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
11.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
11.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
11.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
11.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
11.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
11.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
11.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
10.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
10.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
10.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
10.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
10.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
10.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
10.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
10.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
10.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
10.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
10.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
9.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
9.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
9.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
9.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
9.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
9.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
9.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
9.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
9.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
9.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
8.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
8.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
8.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
8.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
8.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
8.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
8.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
8.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
8.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
8.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
7.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
7.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
7.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
7.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
7.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
7.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
7.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
7.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
7.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
6.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
6.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
6.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
6.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
6.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
6.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
5.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
5.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
5.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
5.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
5.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
4.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
4.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
4.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
4.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
4.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
3.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
3.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
3.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
1.0
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.9
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.8
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.8
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.7
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.7
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.7
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.7
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.7
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.6
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.6
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.6
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.6
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.6
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.5
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.5
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.5
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.5
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.5
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.5
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.5
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.5
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.5
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.4
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.4
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.4
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.4
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.4
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.4
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.4
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.4
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.4
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.4
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.4
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.4
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.4
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.3
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
0.3
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
0.3
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.3
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.3
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.3
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.0
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.0
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.0
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.0
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.3
b2400046-1d25-429d-a821-6040a6
Tumor
-0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.3
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.3
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.3
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.3
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.3
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.3
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.4
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.4
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.4
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.4
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.4
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.4
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.4
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.4
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.4
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.4
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.5
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.5
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.5
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.5
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.5
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.5
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.5
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.5
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.5
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.5
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.5
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.6
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.6
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.6
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.6
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.6
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.6
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.7
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.7
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.7
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.7
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.7
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.7
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.7
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.8
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.9
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-1.0
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-1.0
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-1.3
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-1.3
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
