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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.
TCEAL8 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
40.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
91.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
91.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
91.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
89.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
84.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
83.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
81.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
81.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
81.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
77.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
76.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
74.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
73.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
70.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
69.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
69.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
68.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
68.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
68.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
67.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
67.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
67.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
66.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
65.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
64.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
64.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
64.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
63.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
63.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
62.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
60.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
60.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
60.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
60.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
60.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
59.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
59.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
59.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
59.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
59.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
58.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
57.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
57.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
57.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
56.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
56.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
55.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
55.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
54.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
53.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
53.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
53.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
53.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
52.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
51.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
51.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
51.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
51.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
51.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
51.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
51.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
51.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
51.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
50.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
50.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
50.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
50.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
50.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
49.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
48.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
48.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
47.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
47.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
47.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
47.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
47.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
46.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
46.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
46.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
46.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
46.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
46.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
45.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
45.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
45.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
45.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
45.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
45.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
45.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
44.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
44.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
44.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
43.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
43.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
43.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
43.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
43.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
43.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
43.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
43.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
42.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
42.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
42.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
42.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
42.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
42.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
42.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
42.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
42.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
41.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
41.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
41.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
41.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
41.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
41.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
41.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
41.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
41.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
40.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
40.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
40.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
40.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
40.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
40.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
39.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
39.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
39.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
39.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
38.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
38.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
38.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
38.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
38.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
38.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
38.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
38.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
37.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
37.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
37.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
37.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
37.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
37.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
37.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
37.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
37.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
36.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
36.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
36.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
36.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
36.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
35.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
35.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
35.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
35.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
35.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
35.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
35.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
35.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
34.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
34.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
34.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
34.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
34.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
34.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
33.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
33.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
33.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
33.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
32.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
32.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
32.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
32.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
31.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
31.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
31.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
31.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
31.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
31.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
31.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
31.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
30.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
30.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
30.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
30.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
30.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
30.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
30.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
29.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
29.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
29.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
29.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
28.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
28.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
28.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
28.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
28.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
28.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
28.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
28.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
28.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
28.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
27.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
27.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
27.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
27.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
26.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
26.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
26.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
26.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
26.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
26.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
25.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
25.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
25.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
25.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
25.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
25.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
24.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
24.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
24.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
23.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
23.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
22.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
22.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
21.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
21.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
21.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
20.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
20.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
19.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
19.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
19.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
19.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
18.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
18.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
18.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
18.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
16.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
16.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
14.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
14.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
14.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
13.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
13.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
13.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
13.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
12.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
12.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
8.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
7.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
7.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
6.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 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.
TCEAL8 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
31.9
Number of samples
486
Samples
Sample
Description
TPM
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
73.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
64.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
64.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
62.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
60.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
59.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
59.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
57.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
55.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
55.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
55.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
55.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
55.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
54.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
54.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
52.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
52.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
52.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
52.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
52.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
51.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
51.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
51.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
50.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
50.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
50.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
49.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
49.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
49.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
48.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
48.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
48.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
48.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
47.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
47.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
47.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
47.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
47.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
46.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
46.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
46.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
46.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
46.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
46.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
46.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
46.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
46.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
46.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
46.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
45.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
45.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
45.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
45.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
45.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
45.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
45.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
45.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
45.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
45.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
45.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
44.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
44.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
44.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
44.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
44.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
43.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
43.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
43.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
43.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
43.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
43.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
43.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
43.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
43.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
43.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
43.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
42.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
42.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
42.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
42.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
42.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
42.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
42.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
42.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
42.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
42.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
42.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
42.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
41.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
41.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
41.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
41.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
41.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
41.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
41.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
41.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
41.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
41.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
41.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
40.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
40.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
40.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
40.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
40.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
40.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
40.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
40.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
40.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
40.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
40.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
40.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
39.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
39.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
39.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
39.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
39.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
39.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
39.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
39.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
39.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
39.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
39.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
39.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
39.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
39.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
39.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
39.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
38.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
38.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
38.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
38.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
38.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
38.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
38.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
38.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
38.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
38.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
38.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
38.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
38.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
38.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
37.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
37.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
37.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
37.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
37.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
37.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
37.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
37.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
37.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
37.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
37.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
37.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
37.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
37.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
37.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
36.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
36.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
36.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
36.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
36.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
36.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
36.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
36.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
35.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
35.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
35.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
35.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
35.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
34.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
34.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
34.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
34.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
34.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
34.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
34.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
34.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
34.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
34.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
34.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
34.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
34.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
34.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
34.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
34.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
33.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
33.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
33.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
33.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
33.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
33.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
33.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
33.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
33.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
33.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
33.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
33.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
33.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
33.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
33.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
33.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
33.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
33.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
32.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
32.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
32.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
32.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
32.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
32.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
32.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
32.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
32.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
32.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
32.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
32.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
32.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
32.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
32.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
32.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
32.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
32.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
32.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
32.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
32.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
31.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
31.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
31.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
31.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
31.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
31.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
31.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
31.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
31.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
31.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
31.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
31.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
31.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
31.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
31.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
30.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
30.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
30.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
30.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
30.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
30.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
30.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
30.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
30.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
30.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
30.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
30.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
30.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
30.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
30.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
30.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
30.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
30.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
29.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
29.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
29.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
29.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
29.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
29.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
29.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
29.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
29.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
29.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
29.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
29.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
29.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
29.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
29.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
29.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
29.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
29.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
29.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
28.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
28.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
28.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
28.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
28.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
28.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
28.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
28.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
28.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
28.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
28.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
28.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
28.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
28.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
28.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
27.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
27.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
27.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
27.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
27.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
27.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
27.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
27.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
27.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
27.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
27.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
27.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
27.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
27.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
27.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
27.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
27.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
27.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
27.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
27.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
27.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
27.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
27.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
27.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
27.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
26.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
26.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
26.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
26.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
26.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
26.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
26.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
26.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
26.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
26.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
26.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
26.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
26.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
26.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
26.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
26.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
26.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
26.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
26.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
26.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
26.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
26.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
26.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
26.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
26.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
25.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
25.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
25.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
25.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
25.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
25.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
25.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
25.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
25.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
25.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
25.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
25.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
25.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
25.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
25.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
25.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
25.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
25.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
25.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
25.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
25.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
24.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
24.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
24.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
24.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
24.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
24.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
24.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
24.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
24.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
24.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
24.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
24.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
24.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
24.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
24.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
24.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
24.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
24.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
23.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
23.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
23.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
23.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
23.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
23.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
23.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
23.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
23.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
23.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
23.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
23.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
23.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
23.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
22.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
22.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
22.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
22.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
22.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
22.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
22.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
22.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
22.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
22.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
22.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
21.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
21.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
21.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
21.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
21.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
21.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
21.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
21.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
21.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
21.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
20.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
20.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
20.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
20.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
20.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
20.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
20.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
20.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
20.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
20.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
20.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
20.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
20.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
20.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
20.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
20.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
19.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
19.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
19.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
19.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
19.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
19.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
19.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
19.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
19.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
18.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
18.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
18.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
18.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
18.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
18.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
17.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
17.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
17.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
17.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
17.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
17.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
17.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
17.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
17.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
17.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
17.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
16.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
16.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
16.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
16.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
16.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
16.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
16.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
16.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
15.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
15.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
15.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
15.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
14.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
13.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
13.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
13.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
13.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
11.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
10.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
10.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
10.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
9.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
9.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
8.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
6.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
3.8
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.
TCEAL8 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
43.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
99.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
88.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
84.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
77.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
75.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
73.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
72.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
69.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
67.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
65.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
63.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
62.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
62.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
61.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
60.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
58.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
58.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
58.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
57.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
56.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
56.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
55.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
55.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
54.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
54.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
54.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
53.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
53.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
53.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
52.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
51.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
51.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
51.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
48.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
48.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
46.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
45.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
45.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
45.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
45.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
44.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
43.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
42.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
42.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
41.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
41.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
41.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
40.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
39.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
39.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
38.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
38.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
36.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
35.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
35.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
34.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
33.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
33.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
33.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
32.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
32.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
32.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
31.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
31.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
31.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
30.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
30.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
28.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
28.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
26.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
26.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
26.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
25.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
25.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
25.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
24.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
24.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
23.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
23.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
22.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
20.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
20.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
18.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
17.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
13.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
10.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
9.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TCEAL8 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
31.0
Number of samples
207
Samples
Sample
Description
TPM
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
72.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
62.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
55.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
54.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
53.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
53.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
53.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
53.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
53.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
52.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
52.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
52.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
50.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
48.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
48.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
48.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
47.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
47.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
46.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
46.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
46.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
46.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
45.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
44.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
44.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
44.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
43.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
42.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
41.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
41.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
41.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
39.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
38.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
38.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
38.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
38.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
38.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
38.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
38.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
37.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
37.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
37.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
37.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
37.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
36.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
36.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
36.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
36.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
36.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
36.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
36.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
36.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
36.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
35.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
35.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
35.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
35.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
35.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
35.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
35.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
35.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
34.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
34.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
34.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
34.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
34.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
34.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
34.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
34.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
34.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
33.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
33.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
33.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
33.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
33.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
33.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
33.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
33.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
33.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
33.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
33.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
33.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
32.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
32.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
32.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
32.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
32.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
32.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
32.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
32.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
31.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
31.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
31.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
31.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
31.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
31.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
31.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
31.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
31.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
31.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
31.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
30.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
30.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
30.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
30.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
30.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
30.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
30.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
29.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
29.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
29.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
29.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
29.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
29.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
29.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
29.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
29.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
29.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
28.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
28.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
28.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
28.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
28.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
28.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
28.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
27.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
27.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
27.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
27.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
27.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
27.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
27.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
27.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
27.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
27.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
27.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
26.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
26.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
26.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
26.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
26.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
26.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
26.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
25.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
25.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
25.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
25.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
25.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
24.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
24.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
24.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
24.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
24.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
23.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
23.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
23.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
23.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
23.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
23.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
23.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
23.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
23.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
23.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
23.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
23.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
22.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
22.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
22.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
22.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
22.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
22.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
21.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
21.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
21.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
21.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
20.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
20.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
20.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
19.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
19.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
19.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
19.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
19.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
19.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
19.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
19.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
18.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
18.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
18.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
18.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
17.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
17.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
16.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
16.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
16.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
15.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
15.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
14.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
12.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
12.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
12.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
11.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
10.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
7.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
5.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
