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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.
IL13RA1 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
48.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
134.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
131.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
112.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
100.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
100.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
97.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
90.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
89.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
89.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
88.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
85.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
84.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
82.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
82.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
81.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
80.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
80.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
80.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
78.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
78.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
77.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
76.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
75.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
74.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
73.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
72.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
72.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
71.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
70.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
69.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
69.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
69.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
68.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
67.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
67.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
66.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
66.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
65.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
65.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
65.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
65.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
65.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
64.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
64.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
64.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
63.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
63.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
62.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
62.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
61.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
60.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
60.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
60.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
60.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
59.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
59.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
59.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
59.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
58.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
58.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
58.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
58.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
58.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
58.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
58.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
57.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
57.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
56.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
56.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
56.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
55.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
55.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
55.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
55.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
55.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
55.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
55.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
55.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
54.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
54.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
54.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
53.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
53.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
53.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
53.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
53.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
53.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
52.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
52.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
52.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
52.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
52.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
52.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
52.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
52.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
51.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
51.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
51.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
51.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
51.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
51.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
51.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
50.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
50.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
50.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
50.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
50.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
49.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
49.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
49.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
49.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
48.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
47.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
47.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
47.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
47.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
46.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
46.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
46.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
46.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
46.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
46.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
46.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
46.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
46.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
45.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
45.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
45.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
45.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
45.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
44.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
44.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
44.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
44.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
44.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
44.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
44.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
43.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
43.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
43.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
43.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
43.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
43.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
43.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
42.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
42.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
42.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
41.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
41.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
41.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
41.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
41.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
41.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
41.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
40.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
40.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
40.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
39.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
39.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
39.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
39.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
39.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
38.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
38.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
37.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
37.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
37.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
37.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
37.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
37.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
37.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
37.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
36.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
36.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
36.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
36.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
36.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
36.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
35.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
35.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
35.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
35.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
34.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
34.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
34.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
34.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
34.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
34.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
34.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
33.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
33.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
33.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
33.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
32.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
32.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
32.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
32.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
32.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
32.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
31.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
31.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
31.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
31.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
31.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
31.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
31.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
31.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
30.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
30.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
30.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
30.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
30.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
30.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
29.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
29.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
29.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
29.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
28.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
28.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
28.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
28.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
28.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
27.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
27.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
27.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
27.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
27.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
27.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
27.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
26.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
26.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
26.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
26.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
26.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
26.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
25.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
25.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
25.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
24.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
23.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
22.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
21.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
21.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
20.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
20.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
20.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
20.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
20.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
19.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
18.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
17.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
16.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 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.
IL13RA1 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
82.0
Number of samples
486
Samples
Sample
Description
TPM
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
206.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
178.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
176.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
175.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
164.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
163.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
161.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
156.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
156.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
153.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
151.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
151.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
143.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
140.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
139.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
137.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
135.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
133.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
132.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
131.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
131.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
130.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
130.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
129.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
127.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
126.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
126.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
124.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
124.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
123.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
123.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
123.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
122.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
122.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
122.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
121.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
121.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
121.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
121.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
121.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
120.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
120.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
119.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
119.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
119.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
119.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
118.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
118.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
117.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
116.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
116.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
116.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
115.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
114.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
114.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
113.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
112.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
111.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
111.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
110.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
110.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
109.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
109.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
109.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
108.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
108.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
108.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
108.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
108.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
107.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
107.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
107.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
107.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
107.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
107.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
107.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
106.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
105.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
105.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
105.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
105.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
104.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
104.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
102.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
102.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
102.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
102.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
102.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
102.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
102.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
101.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
101.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
101.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
100.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
100.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
100.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
100.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
99.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
99.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
99.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
99.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
98.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
98.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
98.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
98.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
98.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
97.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
97.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
97.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
97.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
97.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
97.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
97.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
96.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
96.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
96.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
96.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
96.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
96.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
95.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
95.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
95.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
95.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
95.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
95.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
94.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
94.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
94.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
94.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
94.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
93.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
93.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
93.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
93.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
92.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
92.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
92.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
92.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
91.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
91.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
91.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
91.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
91.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
91.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
91.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
90.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
90.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
90.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
90.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
90.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
90.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
90.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
89.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
89.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
89.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
89.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
89.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
88.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
88.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
88.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
88.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
88.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
87.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
87.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
87.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
87.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
87.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
87.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
87.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
87.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
87.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
86.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
86.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
86.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
86.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
86.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
86.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
86.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
86.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
85.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
85.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
85.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
85.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
85.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
85.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
85.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
85.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
85.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
85.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
84.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
84.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
84.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
84.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
84.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
83.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
83.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
83.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
83.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
83.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
83.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
83.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
82.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
82.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
82.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
82.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
82.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
82.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
82.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
82.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
81.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
81.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
81.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
81.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
81.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
81.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
80.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
80.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
80.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
80.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
79.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
79.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
79.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
79.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
79.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
79.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
79.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
79.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
79.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
79.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
79.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
79.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
78.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
78.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
78.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
78.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
78.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
78.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
78.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
78.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
78.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
78.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
78.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
77.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
77.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
77.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
77.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
77.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
77.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
77.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
77.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
77.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
77.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
77.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
77.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
77.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
77.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
76.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
76.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
76.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
76.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
76.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
75.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
75.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
75.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
75.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
75.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
75.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
75.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
75.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
75.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
74.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
74.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
74.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
74.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
74.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
74.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
74.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
73.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
73.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
73.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
73.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
72.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
72.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
72.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
72.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
72.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
72.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
72.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
72.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
72.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
71.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
71.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
71.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
71.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
71.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
71.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
71.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
71.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
71.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
71.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
71.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
71.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
70.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
70.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
70.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
70.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
70.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
70.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
70.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
70.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
70.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
70.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
70.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
70.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
70.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
70.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
70.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
69.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
69.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
69.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
69.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
69.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
69.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
69.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
69.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
69.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
69.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
68.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
68.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
68.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
68.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
68.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
68.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
68.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
67.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
67.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
67.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
67.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
67.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
66.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
66.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
66.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
66.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
66.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
66.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
66.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
65.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
65.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
65.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
65.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
65.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
65.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
65.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
65.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
65.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
65.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
65.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
65.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
65.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
65.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
64.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
64.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
64.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
64.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
64.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
64.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
64.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
64.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
64.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
64.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
64.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
64.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
64.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
63.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
63.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
63.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
63.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
63.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
63.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
63.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
63.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
63.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
62.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
62.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
62.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
62.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
62.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
62.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
62.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
62.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
61.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
61.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
61.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
61.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
61.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
61.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
61.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
61.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
60.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
60.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
60.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
60.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
60.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
60.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
60.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
60.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
60.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
60.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
60.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
60.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
60.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
59.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
59.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
59.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
59.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
59.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
59.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
59.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
59.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
59.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
58.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
58.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
58.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
58.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
58.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
58.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
58.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
58.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
58.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
57.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
56.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
56.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
56.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
56.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
56.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
55.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
55.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
54.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
54.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
54.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
54.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
53.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
53.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
53.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
53.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
53.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
52.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
52.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
51.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
51.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
51.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
51.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
51.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
51.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
51.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
50.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
50.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
50.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
49.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
49.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
49.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
48.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
48.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
48.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
47.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
47.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
47.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
47.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
47.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
45.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
44.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
44.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
44.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
43.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
40.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
39.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
39.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
38.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
38.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
37.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
37.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
34.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
33.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
29.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
2.4
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.
IL13RA1 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
49.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
155.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
110.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
99.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
99.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
99.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
84.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
82.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
82.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
80.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
75.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
75.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
72.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
69.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
67.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
66.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
65.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
63.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
61.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
60.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
59.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
59.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
59.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
59.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
58.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
57.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
57.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
55.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
55.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
54.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
54.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
54.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
52.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
52.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
50.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
49.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
48.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
48.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
48.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
47.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
46.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
46.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
46.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
44.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
43.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
43.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
43.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
43.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
43.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
42.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
42.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
42.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
42.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
41.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
41.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
41.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
41.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
40.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
40.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
40.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
39.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
39.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
38.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
38.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
37.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
36.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
36.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
36.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
36.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
35.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
34.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
34.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
34.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
33.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
32.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
32.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
31.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
31.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
31.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
29.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
29.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
26.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
25.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
23.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
23.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
21.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
13.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
11.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
IL13RA1 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
78.9
Number of samples
207
Samples
Sample
Description
TPM
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
197.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
189.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
180.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
173.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
166.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
155.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
145.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
142.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
140.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
132.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
129.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
127.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
122.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
121.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
120.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
119.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
119.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
116.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
116.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
116.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
114.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
114.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
113.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
113.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
109.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
109.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
108.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
106.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
104.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
101.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
101.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
101.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
101.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
99.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
98.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
98.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
98.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
97.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
96.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
96.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
95.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
95.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
95.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
95.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
93.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
92.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
91.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
90.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
88.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
88.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
88.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
88.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
88.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
87.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
87.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
87.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
87.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
86.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
86.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
86.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
85.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
85.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
85.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
84.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
83.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
83.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
83.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
83.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
83.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
82.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
82.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
82.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
82.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
82.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
81.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
81.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
81.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
81.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
81.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
81.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
80.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
79.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
79.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
79.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
78.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
78.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
77.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
77.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
77.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
76.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
76.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
76.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
76.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
75.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
75.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
74.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
74.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
74.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
74.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
73.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
73.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
73.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
73.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
72.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
72.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
72.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
72.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
71.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
71.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
71.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
71.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
71.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
70.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
70.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
69.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
69.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
69.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
69.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
69.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
69.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
69.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
69.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
69.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
68.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
68.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
68.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
68.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
68.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
68.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
68.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
67.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
67.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
66.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
66.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
66.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
66.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
66.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
66.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
66.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
65.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
65.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
65.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
65.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
65.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
64.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
64.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
64.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
64.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
64.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
63.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
63.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
63.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
63.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
63.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
63.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
63.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
63.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
62.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
62.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
61.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
61.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
60.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
60.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
59.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
59.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
59.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
59.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
58.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
58.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
58.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
58.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
57.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
57.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
56.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
56.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
55.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
55.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
55.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
54.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
54.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
54.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
54.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
54.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
53.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
52.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
52.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
52.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
51.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
51.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
51.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
50.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
50.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
50.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
47.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
47.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
45.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
44.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
44.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
42.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
42.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
41.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
40.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
37.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
34.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
31.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
30.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
9.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
