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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.
IFI27L2 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
67.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
223.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
215.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
190.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
189.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
168.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
163.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
158.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
155.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
152.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
144.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
142.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
141.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
139.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
138.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
135.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
135.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
134.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
131.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
130.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
128.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
128.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
126.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
124.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
123.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
121.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
116.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
114.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
113.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
113.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
110.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
108.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
108.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
107.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
107.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
105.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
104.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
103.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
101.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
99.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
99.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
99.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
98.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
93.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
93.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
93.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
93.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
91.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
91.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
90.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
87.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
86.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
85.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
84.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
84.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
84.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
83.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
83.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
83.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
83.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
83.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
82.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
82.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
81.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
81.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
81.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
81.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
81.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
81.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
81.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
81.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
80.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
80.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
80.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
80.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
80.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
80.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
80.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
79.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
79.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
79.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
78.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
77.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
77.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
77.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
77.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
76.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
76.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
75.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
74.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
74.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
74.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
74.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
74.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
73.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
72.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
72.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
71.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
71.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
71.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
71.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
70.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
70.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
69.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
69.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
69.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
69.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
68.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
67.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
67.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
67.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
66.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
66.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
66.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
66.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
65.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
65.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
65.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
64.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
64.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
64.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
63.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
63.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
63.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
63.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
63.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
62.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
62.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
62.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
62.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
62.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
61.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
61.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
61.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
61.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
61.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
60.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
60.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
59.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
59.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
59.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
58.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
58.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
58.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
57.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
57.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
57.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
57.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
57.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
56.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
56.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
56.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
55.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
55.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
55.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
55.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
54.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
54.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
54.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
53.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
53.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
53.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
52.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
52.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
51.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
51.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
49.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
49.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
49.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
49.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
49.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
49.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
48.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
48.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
47.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
47.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
47.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
47.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
47.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
46.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
46.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
45.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
44.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
44.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
43.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
42.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
42.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
42.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
42.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
41.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
41.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
40.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
40.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
40.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
40.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
40.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
40.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
40.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
39.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
39.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
38.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
38.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
37.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
37.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
36.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
36.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
36.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
35.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
35.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
35.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
35.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
34.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
34.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
34.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
34.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
33.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
33.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
32.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
31.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
30.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
30.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
30.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
29.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
28.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
27.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
27.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
26.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
26.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
26.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
26.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
25.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
25.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
25.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
25.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
25.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
24.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
24.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
23.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
23.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
22.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
21.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
20.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
18.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
18.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
17.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
16.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
16.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
15.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
15.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
14.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
13.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
11.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
10.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
8.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 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.
IFI27L2 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
21.3
Number of samples
486
Samples
Sample
Description
TPM
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
78.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
58.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
55.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
55.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
53.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
48.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
47.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
46.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
46.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
45.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
43.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
43.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
43.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
43.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
42.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
40.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
40.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
40.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
40.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
39.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
39.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
39.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
38.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
37.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
37.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
37.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
37.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
37.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
36.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
36.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
36.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
36.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
36.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
36.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
36.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
36.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
36.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
36.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
36.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
35.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
35.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
35.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
34.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
34.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
34.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
34.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
34.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
33.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
33.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
33.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
33.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
33.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
33.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
33.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
33.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
33.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
32.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
32.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
32.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
32.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
32.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
32.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
32.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
31.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
31.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
31.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
31.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
31.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
31.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
31.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
31.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
30.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
30.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
30.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
30.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
30.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
30.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
30.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
30.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
30.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
30.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
30.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
30.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
29.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
29.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
29.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
29.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
29.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
29.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
29.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
29.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
29.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
29.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
29.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
29.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
29.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
29.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
28.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
28.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
28.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
28.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
28.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
28.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
28.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
28.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
28.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
27.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
27.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
27.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
27.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
27.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
27.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
27.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
27.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
27.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
27.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
27.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
26.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
26.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
26.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
26.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
26.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
26.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
26.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
26.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
26.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
26.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
26.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
26.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
26.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
26.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
26.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
26.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
26.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
26.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
26.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
25.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
25.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
25.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
25.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
25.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
25.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
25.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
25.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
25.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
25.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
25.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
25.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
25.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
25.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
25.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
25.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
25.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
24.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
24.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
24.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
24.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
24.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
24.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
24.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
24.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
24.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
24.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
24.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
24.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
24.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
24.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
23.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
23.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
23.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
23.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
23.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
23.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
23.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
23.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
23.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
23.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
23.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
23.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
23.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
23.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
22.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
22.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
22.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
22.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
22.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
22.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
22.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
22.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
22.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
22.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
22.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
22.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
22.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
22.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
22.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
22.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
22.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
22.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
22.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
21.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
21.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
21.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
21.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
21.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
21.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
21.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
21.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
21.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
21.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
21.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
21.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
21.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
21.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
21.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
21.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
21.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
21.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
21.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
21.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
21.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
21.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
21.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
21.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
20.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
20.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
20.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
20.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
20.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
20.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
20.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
20.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
20.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
20.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
20.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
20.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
20.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
20.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
20.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
20.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
20.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
20.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
20.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
20.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
20.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
20.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
20.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
20.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
20.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
20.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
20.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
20.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
20.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
20.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
19.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
19.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
19.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
19.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
19.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
19.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
19.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
19.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
19.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
19.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
19.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
19.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
19.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
19.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
19.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
19.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
19.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
19.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
19.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
19.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
19.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
18.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
18.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
18.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
18.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
18.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
18.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
18.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
18.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
18.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
18.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
18.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
18.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
18.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
18.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
18.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
18.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
18.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
18.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
18.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
17.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
17.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
17.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
17.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
17.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
17.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
17.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
17.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
17.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
17.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
17.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
17.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
17.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
17.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
17.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
17.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
17.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
17.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
17.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
16.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
16.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
16.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
16.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
16.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
16.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
16.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
16.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
16.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
16.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
16.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
16.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
16.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
16.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
16.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
16.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
16.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
16.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
16.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
16.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
16.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
15.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
15.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
15.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
15.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
15.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
15.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
15.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
15.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
15.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
15.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
15.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
15.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
15.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
15.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
15.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
15.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
15.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
15.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
14.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
14.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
14.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
14.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
14.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
14.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
14.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
14.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
14.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
14.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
14.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
14.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
14.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
14.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
14.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
14.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
14.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
14.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
14.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
13.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
13.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
13.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
13.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
13.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
13.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
13.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
13.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
13.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
13.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
13.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
13.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
13.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
13.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
13.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
13.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
13.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
13.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
12.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
12.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
12.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
12.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
12.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
12.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
12.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
12.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
12.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
12.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
12.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
11.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
11.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
11.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
11.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
11.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
11.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
11.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
11.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
11.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
11.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
11.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
11.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
11.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
11.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
11.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
11.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
11.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
11.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
11.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
11.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
11.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
11.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
11.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
11.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
11.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
10.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
10.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
10.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
10.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
10.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
9.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
9.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
9.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
9.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
9.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
9.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
9.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
9.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
9.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
9.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
9.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
8.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
8.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
8.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
8.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
8.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
8.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
8.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
8.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
8.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
8.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
7.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
7.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
7.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
7.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
7.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
7.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
7.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
6.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
6.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
6.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
6.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
6.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
5.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
5.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
5.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
5.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
5.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
5.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
5.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
4.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
4.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
4.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
4.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
4.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
4.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
3.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
3.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
IFI27L2 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
66.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
451.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
166.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
131.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
124.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
122.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
118.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
113.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
112.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
104.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
104.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
103.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
102.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
96.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
95.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
93.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
91.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
84.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
83.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
82.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
80.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
80.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
79.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
78.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
75.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
75.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
73.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
73.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
73.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
72.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
71.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
70.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
70.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
70.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
69.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
68.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
67.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
66.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
65.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
65.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
64.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
64.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
63.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
62.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
60.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
60.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
59.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
57.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
56.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
56.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
54.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
53.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
52.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
51.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
50.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
49.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
49.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
49.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
48.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
47.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
47.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
47.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
45.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
45.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
42.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
40.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
40.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
39.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
38.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
38.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
37.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
37.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
37.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
33.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
32.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
30.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
30.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
28.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
27.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
27.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
27.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
25.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
24.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
21.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
19.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
17.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
14.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
12.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
IFI27L2 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
16.2
Number of samples
207
Samples
Sample
Description
TPM
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
54.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
37.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
37.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
35.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
33.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
32.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
31.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
31.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
30.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
29.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
29.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
29.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
29.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
29.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
28.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
28.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
28.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
28.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
28.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
28.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
27.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
27.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
26.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
26.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
26.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
26.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
25.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
25.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
25.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
25.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
25.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
24.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
24.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
24.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
24.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
23.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
23.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
23.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
23.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
23.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
23.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
22.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
22.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
22.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
22.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
21.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
21.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
21.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
21.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
21.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
21.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
21.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
21.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
21.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
21.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
20.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
20.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
20.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
20.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
20.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
20.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
19.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
19.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
19.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
19.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
19.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
19.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
19.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
18.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
18.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
18.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
18.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
17.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
17.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
17.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
17.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
17.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
17.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
17.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
17.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
16.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
16.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
16.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
16.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
16.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
16.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
16.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
16.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
16.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
16.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
16.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
16.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
16.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
15.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
15.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
15.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
15.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
15.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
15.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
15.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
15.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
15.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
15.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
15.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
15.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
15.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
15.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
14.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
14.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
14.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
14.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
14.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
14.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
14.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
14.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
14.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
13.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
13.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
13.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
13.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
13.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
13.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
13.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
13.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
13.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
13.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
13.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
13.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
13.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
13.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
12.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
12.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
12.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
12.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
12.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
12.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
12.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
11.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
11.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
11.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
11.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
11.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
11.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
11.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
11.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
11.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
10.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
10.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
10.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
10.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
10.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
10.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
10.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
10.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
10.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
9.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
9.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
9.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
9.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
9.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
9.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
9.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
9.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
9.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
9.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
9.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
9.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
9.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
9.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
8.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
8.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
8.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
8.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
8.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
7.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
7.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
7.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
7.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
7.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
7.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
7.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
7.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
7.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
7.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
7.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
6.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
6.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
6.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
6.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
6.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
6.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
5.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
5.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
5.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
5.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
5.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
5.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
4.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
3.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
2.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
2.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
2.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
0.5
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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
