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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.
DDIT3 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
32.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
130.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
125.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
117.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
110.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
108.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
108.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
94.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
86.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
86.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
81.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
80.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
79.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
78.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
77.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
74.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
74.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
69.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
68.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
67.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
66.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
64.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
61.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
61.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
58.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
57.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
56.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
56.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
55.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
52.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
52.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
52.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
52.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
51.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
50.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
50.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
49.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
49.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
48.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
47.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
46.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
46.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
45.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
45.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
45.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
44.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
43.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
43.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
43.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
43.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
43.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
42.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
41.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
40.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
40.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
40.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
40.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
40.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
39.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
39.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
39.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
38.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
38.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
38.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
38.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
38.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
38.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
37.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
37.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
36.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
36.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
36.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
35.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
34.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
34.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
34.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
34.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
34.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
34.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
34.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
34.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
34.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
34.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
34.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
34.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
34.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
33.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
32.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
32.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
32.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
32.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
31.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
31.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
31.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
31.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
31.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
30.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
30.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
30.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
30.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
30.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
30.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
30.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
30.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
30.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
30.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
30.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
30.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
29.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
29.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
29.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
29.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
29.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
29.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
29.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
29.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
29.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
29.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
29.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
29.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
28.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
28.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
28.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
28.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
28.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
28.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
28.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
27.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
27.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
27.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
27.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
27.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
27.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
26.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
26.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
26.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
26.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
26.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
25.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
25.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
25.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
25.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
25.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
25.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
25.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
25.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
25.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
25.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
25.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
24.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
24.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
24.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
24.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
24.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
23.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
23.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
23.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
23.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
23.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
23.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
23.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
23.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
22.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
22.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
22.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
22.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
22.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
22.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
21.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
20.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
20.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
20.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
20.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
20.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
20.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
20.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
20.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
20.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
20.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
20.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
20.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
20.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
20.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
20.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
20.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
19.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
19.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
19.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
19.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
19.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
19.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
19.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
19.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
19.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
19.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
19.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
18.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
18.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
18.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
18.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
18.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
18.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
18.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
17.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
17.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
17.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
17.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
17.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
17.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
17.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
17.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
17.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
17.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
17.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
16.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
16.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
16.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
16.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
16.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
16.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
16.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
16.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
16.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
15.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
15.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
15.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
15.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
15.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
15.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
15.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
15.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
15.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
15.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
14.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
14.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
14.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
14.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
13.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
13.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
13.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
13.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
12.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
12.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
11.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
11.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
11.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
10.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
10.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
10.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
8.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
8.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
8.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
8.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 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.
DDIT3 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
24.4
Number of samples
486
Samples
Sample
Description
TPM
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
183.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
98.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
78.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
70.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
68.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
67.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
66.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
66.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
62.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
61.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
60.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
59.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
59.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
59.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
56.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
55.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
52.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
52.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
52.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
51.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
50.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
50.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
49.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
49.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
49.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
48.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
48.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
48.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
47.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
46.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
46.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
45.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
45.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
45.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
45.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
44.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
44.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
44.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
44.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
44.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
44.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
43.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
43.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
42.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
42.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
42.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
42.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
41.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
41.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
40.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
40.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
40.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
39.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
39.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
38.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
38.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
38.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
38.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
37.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
37.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
37.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
37.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
37.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
37.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
37.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
36.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
36.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
36.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
35.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
35.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
35.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
35.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
35.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
35.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
34.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
34.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
34.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
34.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
34.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
34.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
34.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
33.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
33.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
33.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
33.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
33.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
33.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
33.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
33.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
33.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
32.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
32.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
32.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
32.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
32.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
31.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
31.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
31.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
31.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
30.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
30.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
30.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
30.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
30.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
30.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
30.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
30.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
30.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
30.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
29.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
29.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
29.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
29.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
29.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
29.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
29.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
29.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
28.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
28.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
28.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
28.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
28.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
28.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
28.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
28.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
28.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
28.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
28.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
28.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
28.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
28.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
27.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
27.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
27.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
27.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
27.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
27.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
27.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
27.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
27.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
27.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
27.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
27.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
26.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
26.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
26.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
26.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
26.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
26.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
26.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
26.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
26.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
26.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
26.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
26.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
26.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
26.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
26.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
26.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
25.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
25.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
25.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
25.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
25.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
25.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
25.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
25.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
25.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
25.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
25.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
25.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
25.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
25.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
24.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
24.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
24.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
24.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
24.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
24.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
24.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
24.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
24.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
24.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
24.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
24.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
24.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
24.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
24.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
24.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
23.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
23.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
23.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
23.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
23.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
23.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
23.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
23.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
23.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
23.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
23.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
23.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
22.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
22.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
22.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
22.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
22.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
22.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
22.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
22.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
22.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
22.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
22.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
22.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
22.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
22.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
22.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
22.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
22.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
21.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
21.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
21.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
21.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
21.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
21.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
21.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
21.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
21.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
21.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
21.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
21.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
21.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
21.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
21.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
21.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
21.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
20.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
20.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
20.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
20.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
20.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
20.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
20.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
20.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
20.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
20.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
20.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
20.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
20.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
20.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
20.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
20.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
20.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
20.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
20.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
20.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
20.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
20.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
20.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
19.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
19.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
19.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
19.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
19.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
19.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
19.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
19.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
19.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
19.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
19.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
19.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
19.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
19.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
19.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
19.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
19.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
19.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
19.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
19.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
19.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
19.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
19.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
19.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
19.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
19.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
19.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
18.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
18.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
18.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
18.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
18.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
18.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
18.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
18.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
18.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
18.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
18.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
18.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
18.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
18.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
18.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
18.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
18.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
18.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
18.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
18.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
18.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
18.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
17.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
17.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
17.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
17.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
17.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
17.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
17.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
17.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
17.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
17.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
17.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
17.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
17.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
17.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
17.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
17.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
17.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
17.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
17.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
17.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
17.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
17.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
17.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
17.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
17.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
17.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
16.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
16.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
16.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
16.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
16.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
16.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
16.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
16.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
16.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
16.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
16.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
16.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
16.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
16.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
16.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
16.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
16.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
16.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
16.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
16.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
16.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
16.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
16.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
16.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
16.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
16.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
15.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
15.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
15.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
15.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
15.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
15.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
15.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
15.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
15.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
15.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
15.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
15.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
15.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
15.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
15.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
15.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
15.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
15.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
15.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
15.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
15.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
15.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
15.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
15.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
15.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
15.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
15.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
15.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
15.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
15.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
14.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
14.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
14.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
14.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
14.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
14.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
14.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
14.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
14.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
14.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
14.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
14.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
14.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
14.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
14.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
14.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
14.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
14.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
14.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
14.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
14.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
14.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
14.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
14.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
13.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
13.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
13.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
13.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
13.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
13.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
13.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
13.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
13.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
13.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
13.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
13.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
13.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
13.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
13.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
13.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
13.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
13.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
13.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
12.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
12.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
12.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
12.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
12.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
12.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
12.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
12.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
12.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
12.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
12.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
12.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
12.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
12.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
12.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
11.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
11.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
11.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
11.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
11.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
11.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
11.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
11.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
11.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
11.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
10.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
10.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
10.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
10.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
9.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
9.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
9.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
9.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
9.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
9.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
9.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
8.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
8.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
8.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
8.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
8.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
7.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
6.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
3.0
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.
DDIT3 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
31.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
96.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
83.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
71.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
70.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
65.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
62.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
60.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
59.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
52.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
52.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
51.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
50.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
48.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
46.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
44.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
44.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
44.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
43.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
43.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
41.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
40.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
40.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
40.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
40.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
39.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
37.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
36.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
36.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
35.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
35.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
34.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
33.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
33.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
32.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
32.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
31.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
31.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
31.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
30.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
30.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
30.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
29.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
28.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
28.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
27.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
27.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
26.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
25.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
25.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
24.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
24.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
23.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
23.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
22.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
22.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
22.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
22.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
21.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
21.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
21.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
21.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
20.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
20.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
20.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
19.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
19.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
19.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
19.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
18.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
18.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
17.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
17.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
17.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
16.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
16.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
16.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
15.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
14.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
14.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
14.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
13.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
13.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
12.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
12.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
10.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
9.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 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.
DDIT3 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
21.5
Number of samples
207
Samples
Sample
Description
TPM
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
105.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
68.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
55.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
47.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
44.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
42.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
38.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
37.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
37.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
36.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
36.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
34.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
34.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
32.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
32.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
32.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
32.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
32.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
32.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
31.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
30.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
30.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
30.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
30.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
30.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
30.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
29.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
29.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
29.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
29.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
28.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
28.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
28.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
28.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
28.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
27.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
27.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
27.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
26.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
26.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
26.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
26.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
26.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
26.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
25.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
25.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
25.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
25.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
25.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
25.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
25.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
25.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
24.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
24.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
24.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
24.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
24.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
24.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
24.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
24.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
24.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
24.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
24.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
24.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
23.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
23.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
23.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
23.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
23.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
23.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
23.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
23.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
23.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
23.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
22.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
22.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
22.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
22.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
22.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
21.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
21.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
21.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
21.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
21.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
21.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
21.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
21.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
21.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
21.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
21.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
21.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
21.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
21.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
21.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
20.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
20.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
20.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
20.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
20.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
20.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
20.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
20.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
20.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
20.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
20.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
19.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
19.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
19.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
19.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
19.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
19.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
19.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
19.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
19.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
19.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
19.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
19.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
18.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
18.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
18.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
18.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
18.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
18.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
18.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
18.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
18.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
18.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
17.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
17.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
17.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
17.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
17.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
17.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
17.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
17.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
17.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
17.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
17.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
17.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
16.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
16.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
16.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
16.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
16.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
16.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
16.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
16.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
16.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
16.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
16.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
16.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
16.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
16.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
16.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
15.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
15.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
15.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
15.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
15.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
15.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
15.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
15.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
15.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
15.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
14.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
14.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
14.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
14.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
14.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
14.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
14.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
14.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
14.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
14.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
14.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
14.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
13.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
13.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
13.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
13.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
13.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
12.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
12.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
12.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
12.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
12.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
12.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
12.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
11.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
11.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
11.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
11.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
11.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
11.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
10.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
10.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
10.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
10.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
10.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
9.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
8.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
8.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
8.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
7.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
7.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.6
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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
