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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.
MAGED1 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
57.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
259.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
167.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
154.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
137.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
132.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
125.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
123.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
116.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
105.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
102.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
102.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
101.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
100.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
99.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
99.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
93.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
93.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
92.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
90.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
89.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
88.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
87.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
87.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
86.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
85.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
84.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
84.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
83.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
83.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
82.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
81.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
81.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
80.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
79.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
79.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
78.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
78.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
77.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
77.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
76.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
76.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
76.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
75.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
75.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
75.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
75.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
75.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
74.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
74.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
74.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
73.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
71.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
71.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
71.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
70.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
70.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
70.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
70.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
70.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
70.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
69.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
69.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
68.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
68.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
68.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
68.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
68.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
68.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
68.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
67.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
67.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
67.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
67.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
66.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
66.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
66.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
65.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
64.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
64.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
64.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
64.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
64.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
64.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
63.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
63.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
63.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
63.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
63.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
63.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
63.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
62.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
62.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
61.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
61.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
61.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
61.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
61.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
60.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
60.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
60.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
60.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
59.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
59.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
59.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
59.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
59.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
59.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
57.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
57.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
57.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
57.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
56.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
56.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
56.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
56.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
56.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
56.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
56.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
56.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
56.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
55.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
55.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
55.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
55.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
55.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
54.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
54.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
54.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
53.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
53.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
53.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
53.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
53.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
53.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
52.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
52.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
52.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
52.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
52.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
51.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
51.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
51.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
51.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
50.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
50.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
49.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
49.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
49.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
49.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
49.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
48.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
48.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
48.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
47.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
47.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
47.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
46.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
46.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
46.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
45.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
45.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
45.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
45.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
44.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
44.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
44.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
44.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
44.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
44.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
43.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
43.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
43.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
43.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
42.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
42.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
42.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
42.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
42.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
41.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
41.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
41.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
41.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
40.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
39.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
39.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
39.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
39.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
39.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
39.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
38.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
38.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
38.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
37.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
37.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
37.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
37.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
37.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
36.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
36.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
36.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
36.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
36.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
36.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
36.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
35.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
35.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
35.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
35.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
35.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
35.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
34.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
34.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
34.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
33.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
33.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
33.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
33.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
32.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
32.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
32.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
32.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
31.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
31.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
31.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
31.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
31.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
30.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
30.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
30.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
29.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
29.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
29.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
29.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
27.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
27.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
27.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
27.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
27.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
27.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
26.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
26.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
25.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
25.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
25.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
24.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
23.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
23.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
20.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
19.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
17.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
17.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
10.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 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.
MAGED1 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
63.4
Number of samples
486
Samples
Sample
Description
TPM
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
326.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
163.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
162.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
141.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
140.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
135.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
134.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
129.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
129.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
128.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
124.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
122.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
117.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
115.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
113.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
112.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
111.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
111.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
111.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
111.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
110.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
109.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
109.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
109.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
108.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
106.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
103.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
103.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
103.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
101.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
100.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
100.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
99.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
98.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
98.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
98.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
97.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
97.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
97.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
96.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
95.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
95.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
95.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
95.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
95.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
94.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
94.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
93.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
93.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
93.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
93.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
91.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
90.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
90.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
90.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
90.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
89.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
89.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
89.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
89.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
89.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
88.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
88.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
88.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
88.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
88.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
88.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
87.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
87.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
86.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
86.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
85.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
85.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
84.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
84.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
83.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
83.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
82.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
82.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
82.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
82.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
82.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
82.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
82.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
81.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
81.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
81.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
81.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
81.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
80.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
80.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
80.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
80.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
80.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
80.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
80.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
79.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
79.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
79.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
79.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
78.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
78.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
77.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
77.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
77.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
77.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
77.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
77.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
76.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
76.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
76.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
75.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
75.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
75.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
75.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
74.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
74.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
74.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
74.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
74.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
74.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
74.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
74.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
74.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
74.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
73.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
73.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
73.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
73.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
73.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
73.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
72.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
72.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
72.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
72.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
72.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
72.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
72.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
72.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
72.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
72.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
72.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
72.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
71.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
71.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
71.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
71.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
71.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
71.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
71.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
71.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
70.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
70.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
70.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
69.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
69.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
69.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
69.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
69.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
68.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
68.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
68.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
68.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
68.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
68.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
68.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
68.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
68.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
68.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
67.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
67.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
67.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
67.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
67.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
67.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
67.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
67.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
67.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
67.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
66.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
66.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
66.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
66.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
66.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
65.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
65.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
65.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
65.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
64.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
64.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
64.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
64.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
64.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
64.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
64.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
64.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
64.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
64.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
64.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
63.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
63.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
63.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
63.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
63.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
63.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
62.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
62.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
62.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
62.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
62.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
62.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
62.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
62.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
62.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
61.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
61.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
61.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
61.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
61.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
61.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
61.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
61.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
61.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
61.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
61.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
60.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
60.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
60.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
60.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
60.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
60.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
60.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
60.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
60.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
60.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
60.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
60.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
60.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
59.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
59.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
59.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
59.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
59.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
59.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
59.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
59.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
59.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
59.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
59.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
59.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
59.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
59.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
58.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
58.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
58.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
58.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
58.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
58.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
58.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
58.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
57.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
57.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
57.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
57.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
57.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
57.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
57.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
57.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
57.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
57.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
57.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
57.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
57.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
56.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
56.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
56.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
56.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
56.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
56.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
56.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
55.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
55.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
55.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
55.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
55.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
55.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
55.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
55.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
55.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
55.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
54.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
54.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
54.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
54.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
54.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
54.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
54.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
54.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
54.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
54.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
53.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
53.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
53.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
53.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
53.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
53.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
53.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
53.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
53.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
53.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
52.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
52.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
52.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
52.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
52.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
52.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
52.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
52.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
52.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
52.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
51.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
51.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
51.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
51.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
51.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
51.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
51.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
51.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
51.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
50.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
50.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
50.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
50.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
50.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
50.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
49.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
49.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
49.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
49.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
49.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
49.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
49.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
49.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
49.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
49.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
49.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
49.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
49.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
49.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
49.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
48.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
48.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
48.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
48.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
48.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
48.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
48.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
48.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
48.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
48.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
47.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
47.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
47.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
47.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
47.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
46.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
46.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
46.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
46.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
46.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
46.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
46.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
46.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
46.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
46.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
46.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
46.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
45.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
45.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
45.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
44.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
44.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
44.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
44.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
44.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
44.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
44.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
44.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
44.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
44.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
43.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
43.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
43.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
43.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
43.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
43.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
43.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
43.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
43.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
42.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
42.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
42.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
42.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
42.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
42.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
42.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
42.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
41.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
41.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
41.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
41.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
41.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
41.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
41.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
41.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
41.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
41.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
41.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
41.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
41.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
41.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
41.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
40.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
40.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
40.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
40.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
40.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
40.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
39.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
39.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
39.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
39.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
39.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
38.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
38.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
38.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
38.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
38.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
38.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
38.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
37.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
37.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
37.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
37.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
37.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
37.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
36.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
36.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
36.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
36.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
36.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
36.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
36.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
36.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
35.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
35.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
35.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
34.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
34.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
34.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
34.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
33.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
33.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
32.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
32.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
32.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
31.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
31.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
31.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
31.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
29.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
29.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
28.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
28.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
27.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
27.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
25.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
25.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
25.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
24.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
21.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
21.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
21.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
15.5
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.
MAGED1 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
56.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
147.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
115.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
115.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
114.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
111.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
110.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
110.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
97.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
91.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
85.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
85.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
84.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
84.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
83.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
77.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
77.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
77.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
76.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
75.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
73.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
72.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
69.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
69.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
69.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
65.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
62.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
62.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
61.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
61.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
58.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
58.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
58.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
58.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
56.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
56.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
55.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
55.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
55.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
55.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
54.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
54.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
54.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
53.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
52.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
52.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
52.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
51.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
51.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
50.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
50.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
49.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
49.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
49.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
48.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
46.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
46.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
44.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
44.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
43.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
43.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
43.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
43.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
42.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
42.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
42.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
42.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
42.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
42.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
41.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
38.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
37.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
37.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
35.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
35.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
32.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
30.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
30.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
30.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
30.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
30.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
27.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
27.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
25.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
24.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
20.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
16.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
9.6
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.
MAGED1 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
62.9
Number of samples
207
Samples
Sample
Description
TPM
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
181.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
159.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
152.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
145.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
141.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
137.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
131.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
123.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
116.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
114.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
109.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
107.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
107.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
106.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
105.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
104.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
102.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
97.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
96.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
93.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
93.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
93.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
91.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
90.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
90.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
89.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
87.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
87.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
86.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
86.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
85.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
85.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
84.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
84.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
82.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
82.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
80.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
78.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
78.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
77.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
77.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
76.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
76.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
76.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
75.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
75.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
73.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
72.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
72.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
72.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
71.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
71.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
71.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
71.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
70.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
70.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
70.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
70.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
70.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
70.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
70.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
70.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
69.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
69.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
69.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
69.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
69.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
68.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
68.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
68.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
68.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
67.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
67.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
67.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
66.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
66.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
66.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
66.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
65.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
65.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
65.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
65.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
63.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
63.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
63.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
63.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
63.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
62.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
61.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
61.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
60.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
60.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
60.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
60.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
60.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
60.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
60.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
60.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
60.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
59.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
59.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
59.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
59.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
59.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
59.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
58.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
56.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
56.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
55.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
55.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
55.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
54.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
54.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
54.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
54.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
54.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
54.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
54.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
53.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
52.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
52.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
52.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
52.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
52.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
52.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
52.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
51.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
51.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
51.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
51.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
51.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
51.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
50.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
50.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
50.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
49.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
49.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
49.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
49.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
49.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
48.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
48.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
48.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
48.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
48.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
48.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
48.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
48.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
48.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
47.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
47.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
47.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
46.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
46.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
46.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
46.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
45.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
45.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
45.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
45.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
45.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
45.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
44.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
44.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
43.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
43.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
43.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
43.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
42.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
42.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
42.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
42.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
42.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
41.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
41.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
41.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
40.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
40.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
40.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
40.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
40.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
40.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
39.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
39.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
37.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
37.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
36.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
35.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
35.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
35.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
35.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
35.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
34.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
34.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
34.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
34.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
32.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
31.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
30.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
30.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
28.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
27.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
27.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
27.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
26.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
26.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
1.4
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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
