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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.
TRIB3 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
45.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
183.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
182.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
181.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
174.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
145.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
142.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
141.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
131.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
121.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
113.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
109.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
107.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
102.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
100.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
94.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
93.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
91.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
90.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
89.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
88.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
87.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
85.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
84.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
83.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
83.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
82.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
82.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
81.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
79.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
78.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
76.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
76.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
75.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
75.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
75.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
74.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
74.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
72.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
70.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
70.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
69.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
69.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
68.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
67.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
66.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
66.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
64.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
64.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
63.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
62.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
62.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
62.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
61.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
60.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
60.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
60.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
59.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
59.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
59.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
57.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
57.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
57.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
57.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
56.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
56.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
56.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
55.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
54.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
53.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
53.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
53.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
52.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
52.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
52.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
51.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
51.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
51.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
51.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
50.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
50.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
49.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
49.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
49.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
49.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
48.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
48.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
47.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
47.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
47.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
47.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
46.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
46.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
46.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
45.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
45.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
45.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
45.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
45.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
44.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
44.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
44.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
44.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
44.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
44.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
44.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
44.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
44.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
43.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
43.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
42.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
42.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
42.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
42.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
42.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
42.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
42.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
42.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
41.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
41.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
41.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
41.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
40.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
40.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
40.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
39.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
39.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
39.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
39.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
38.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
38.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
38.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
38.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
38.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
38.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
38.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
37.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
37.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
37.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
37.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
36.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
36.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
36.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
35.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
35.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
35.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
35.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
34.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
34.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
34.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
34.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
33.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
33.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
33.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
33.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
33.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
32.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
32.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
32.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
31.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
31.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
31.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
31.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
31.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
31.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
31.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
31.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
30.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
30.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
30.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
30.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
29.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
29.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
29.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
29.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
28.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
28.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
28.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
27.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
27.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
27.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
27.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
27.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
26.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
26.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
26.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
26.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
26.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
26.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
25.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
25.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
25.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
25.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
25.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
24.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
24.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
24.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
24.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
24.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
23.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
23.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
22.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
22.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
21.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
20.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
20.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
20.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
20.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
19.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
19.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
19.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
19.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
18.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
18.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
18.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
17.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
17.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
17.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
17.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
17.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
17.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
16.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
16.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
16.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
16.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
16.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
15.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
15.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
15.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
15.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
14.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
14.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
14.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
13.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
13.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
12.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
12.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
11.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
11.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
11.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
10.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
10.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
10.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
10.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
10.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
9.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
9.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
9.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
7.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
7.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
7.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 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.
TRIB3 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
26.6
Number of samples
486
Samples
Sample
Description
TPM
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
123.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
123.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
101.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
92.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
90.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
86.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
84.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
74.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
74.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
74.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
73.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
69.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
69.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
67.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
67.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
67.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
67.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
64.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
64.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
64.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
63.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
63.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
62.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
61.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
60.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
59.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
58.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
56.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
56.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
55.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
54.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
54.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
54.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
53.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
53.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
53.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
53.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
52.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
52.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
51.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
51.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
51.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
50.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
50.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
50.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
50.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
50.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
50.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
49.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
49.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
49.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
49.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
49.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
49.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
48.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
48.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
48.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
47.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
47.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
47.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
47.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
46.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
46.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
46.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
45.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
45.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
45.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
45.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
45.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
45.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
44.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
44.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
44.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
44.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
44.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
44.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
44.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
43.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
43.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
43.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
43.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
43.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
43.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
43.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
43.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
42.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
42.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
42.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
42.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
42.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
42.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
41.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
41.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
41.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
41.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
41.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
40.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
40.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
40.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
40.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
39.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
39.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
39.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
39.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
39.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
39.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
39.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
39.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
39.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
39.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
38.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
38.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
38.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
38.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
38.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
37.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
37.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
37.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
37.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
37.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
37.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
37.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
37.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
37.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
36.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
36.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
36.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
35.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
35.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
35.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
35.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
35.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
35.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
35.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
35.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
35.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
35.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
35.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
34.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
34.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
33.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
33.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
33.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
33.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
33.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
33.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
32.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
31.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
31.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
31.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
31.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
31.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
31.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
31.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
31.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
30.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
30.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
30.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
30.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
30.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
30.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
30.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
30.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
29.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
29.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
29.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
29.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
29.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
29.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
28.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
28.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
28.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
28.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
28.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
28.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
28.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
28.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
28.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
27.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
27.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
27.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
27.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
27.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
27.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
27.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
27.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
27.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
27.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
26.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
26.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
26.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
26.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
26.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
26.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
26.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
26.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
26.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
26.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
25.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
25.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
25.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
25.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
25.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
25.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
25.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
25.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
25.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
25.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
25.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
24.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
24.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
24.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
24.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
24.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
24.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
24.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
24.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
24.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
24.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
24.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
24.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
23.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
23.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
23.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
23.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
23.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
23.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
23.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
23.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
23.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
23.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
22.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
22.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
22.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
22.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
22.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
22.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
22.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
22.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
22.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
22.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
22.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
22.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
22.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
21.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
21.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
21.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
21.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
21.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
21.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
21.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
21.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
21.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
21.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
21.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
21.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
20.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
20.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
20.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
20.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
20.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
20.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
20.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
20.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
20.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
20.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
20.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
20.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
20.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
20.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
20.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
20.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
19.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
19.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
19.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
19.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
19.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
19.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
19.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
18.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
18.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
18.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
18.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
18.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
18.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
18.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
18.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
18.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
18.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
18.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
18.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
18.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
18.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
18.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
18.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
17.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
17.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
17.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
17.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
17.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
17.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
17.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
17.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
17.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
17.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
17.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
17.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
16.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
16.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
16.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
16.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
16.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
16.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
16.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
16.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
16.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
16.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
16.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
16.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
15.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
15.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
15.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
15.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
15.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
15.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
15.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
15.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
15.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
15.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
15.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
15.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
15.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
15.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
15.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
15.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
15.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
15.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
14.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
14.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
14.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
14.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
14.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
14.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
14.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
14.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
14.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
14.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
14.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
14.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
14.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
13.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
13.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
13.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
13.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
13.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
13.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
13.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
13.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
13.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
13.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
13.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
13.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
13.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
13.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
13.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
13.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
13.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
13.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
12.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
12.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
12.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
12.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
12.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
12.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
12.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
12.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
12.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
12.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
12.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
12.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
12.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
12.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
12.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
12.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
11.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
11.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
11.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
11.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
11.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
11.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
11.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
11.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
11.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
11.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
11.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
11.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
10.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
10.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
10.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
10.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
10.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
10.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
10.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
10.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
10.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
10.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
10.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
10.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
10.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
9.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
9.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
9.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
9.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
9.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
9.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
9.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
9.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
9.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
9.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
9.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
9.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
9.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
9.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
8.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
8.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
8.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
8.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
8.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
8.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
8.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
8.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
8.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
8.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
7.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
7.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
7.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
7.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
7.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
7.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
7.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
7.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
7.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
7.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
7.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
7.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
6.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
6.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
6.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
6.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
6.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
6.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
6.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
5.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
5.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
5.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
5.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
5.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
5.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
5.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
5.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
5.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
5.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
5.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
4.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
4.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
4.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
4.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
3.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
3.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
3.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
3.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
3.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
3.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
2.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
2.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.0
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TRIB3 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
48.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
156.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
136.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
134.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
115.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
113.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
107.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
99.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
98.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
96.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
89.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
88.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
87.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
81.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
78.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
75.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
75.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
73.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
73.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
69.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
69.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
69.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
67.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
67.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
67.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
66.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
64.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
64.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
60.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
60.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
59.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
58.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
58.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
57.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
54.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
53.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
52.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
52.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
51.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
48.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
46.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
46.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
45.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
45.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
45.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
40.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
40.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
37.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
36.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
35.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
33.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
33.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
33.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
32.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
31.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
31.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
30.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
29.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
28.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
28.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
27.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
27.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
26.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
26.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
25.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
25.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
24.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
23.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
20.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
19.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
19.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
18.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
16.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
16.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
15.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
15.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
14.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
14.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
14.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
12.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
12.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
11.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
9.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
8.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
7.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
7.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
7.4
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.
TRIB3 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
21.9
Number of samples
207
Samples
Sample
Description
TPM
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
116.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
95.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
78.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
68.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
67.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
62.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
60.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
59.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
55.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
54.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
51.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
51.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
51.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
48.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
47.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
47.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
47.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
46.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
45.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
42.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
42.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
41.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
40.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
40.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
39.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
38.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
38.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
38.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
37.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
36.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
36.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
36.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
34.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
34.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
34.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
34.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
34.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
33.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
33.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
32.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
32.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
31.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
31.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
31.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
31.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
30.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
29.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
29.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
29.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
28.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
28.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
27.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
27.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
27.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
27.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
26.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
26.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
26.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
26.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
26.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
26.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
26.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
25.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
25.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
24.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
24.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
24.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
24.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
24.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
23.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
23.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
23.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
23.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
23.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
22.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
22.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
22.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
21.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
21.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
20.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
20.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
20.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
20.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
20.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
20.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
20.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
20.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
20.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
20.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
20.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
20.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
19.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
19.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
19.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
19.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
19.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
18.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
18.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
18.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
18.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
18.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
18.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
18.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
18.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
18.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
17.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
17.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
17.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
17.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
17.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
17.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
17.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
17.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
17.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
16.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
16.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
16.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
16.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
16.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
15.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
15.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
15.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
15.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
15.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
15.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
15.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
15.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
15.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
15.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
14.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
14.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
14.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
14.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
14.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
14.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
14.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
13.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
13.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
13.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
13.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
13.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
13.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
13.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
12.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
12.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
12.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
12.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
11.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
11.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
11.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
11.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
11.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
10.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
10.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
10.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
10.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
9.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
9.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
9.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
9.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
9.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
9.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
8.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
8.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
8.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
8.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
8.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
8.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
7.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
7.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
7.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
7.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
7.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
7.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
7.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
7.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
6.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
6.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
6.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
6.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
6.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
6.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
6.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
6.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
6.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
6.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
5.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
5.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
5.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
5.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
4.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
4.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
3.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
3.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
3.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
3.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
3.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
2.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
2.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
2.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
2.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
1.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
