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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.
OAZ2 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
27.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
78.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
70.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
53.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
53.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
52.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
50.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
50.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
49.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
48.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
48.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
46.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
46.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
45.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
44.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
42.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
41.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
41.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
40.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
40.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
39.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
39.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
39.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
38.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
38.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
38.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
38.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
38.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
38.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
38.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
38.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
37.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
37.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
37.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
37.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
37.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
37.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
36.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
36.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
36.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
36.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
35.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
35.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
35.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
35.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
35.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
35.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
35.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
34.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
34.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
34.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
34.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
34.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
34.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
33.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
33.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
33.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
33.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
33.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
33.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
33.2
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
33.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
32.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
32.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
32.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
32.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
32.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
32.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
32.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
32.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
31.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
31.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
31.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
31.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
31.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
31.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
31.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
31.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
31.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
31.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
31.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
31.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
31.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
31.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
31.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
30.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
30.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
30.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
30.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
30.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
30.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
30.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
30.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
30.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
30.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
29.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
29.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
29.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
29.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
29.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
29.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
29.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
29.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
29.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
29.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
29.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
29.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
28.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
28.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
28.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
28.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
28.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
28.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
28.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
28.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
28.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
28.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
28.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
28.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
28.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
28.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
28.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
27.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
27.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
27.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
27.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
27.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
27.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
27.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
26.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
26.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
26.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
26.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
26.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
26.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
26.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
26.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
26.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
26.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
26.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
26.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
25.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
25.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
25.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
25.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
25.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
25.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
25.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
24.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
24.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
24.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
24.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
24.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
24.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
24.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
24.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
24.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
24.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
24.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
24.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
24.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
23.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
23.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
23.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
23.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
23.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
23.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
23.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
23.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
22.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
22.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
22.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
22.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
22.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
22.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
22.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
22.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
22.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
21.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
21.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
21.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
21.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
21.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
21.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
21.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
21.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
21.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
21.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
20.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
20.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
20.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
20.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
20.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
20.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
20.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
20.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
20.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
20.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
20.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
20.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
20.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
20.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
20.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
19.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
19.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
19.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
19.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
19.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
19.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
19.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
19.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
19.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
18.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
18.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
18.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
18.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
18.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
18.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
18.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
17.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
17.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
17.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
17.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
17.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
17.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
16.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
16.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
16.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
16.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
16.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
16.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
16.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
15.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
15.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
15.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
15.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
15.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
15.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
14.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
14.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
14.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
13.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
13.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
13.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
13.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
13.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
12.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
11.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
11.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
11.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
10.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
10.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
10.4
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.
OAZ2 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
19.4
Number of samples
486
Samples
Sample
Description
TPM
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
45.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
39.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
38.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
37.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
36.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
34.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
34.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
33.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
32.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
32.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
31.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
31.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
31.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
31.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
31.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
31.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
30.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
30.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
30.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
30.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
30.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
30.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
30.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
29.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
29.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
29.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
29.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
29.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
28.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
28.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
28.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
28.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
28.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
28.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
27.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
27.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
27.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
27.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
27.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
26.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
26.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
26.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
26.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
26.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
26.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
26.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
26.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
26.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
25.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
25.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
25.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
25.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
25.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
25.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
25.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
25.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
25.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
25.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
25.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
25.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
25.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
25.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
25.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
25.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
25.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
25.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
24.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
24.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
24.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
24.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
24.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
24.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
24.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
24.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
24.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
24.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
24.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
24.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
24.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
24.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
23.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
23.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
23.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
23.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
23.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
23.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
23.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
23.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
23.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
23.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
23.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
23.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
23.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
23.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
23.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
23.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
23.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
23.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
23.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
23.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
23.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
23.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
22.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
22.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
22.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
22.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
22.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
22.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
22.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
22.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
22.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
22.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
22.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
22.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
22.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
22.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
22.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
22.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
22.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
22.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
22.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
22.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
22.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
21.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
21.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
21.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
21.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
21.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
21.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
21.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
21.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
21.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
21.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
21.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
21.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
21.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
21.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
21.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
21.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
21.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
21.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
21.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
21.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
21.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
21.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
21.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
21.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
21.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
21.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
21.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
21.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
21.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
21.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
21.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
21.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
21.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
21.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
21.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
21.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
21.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
21.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
21.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
21.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
21.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
20.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
20.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
20.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
20.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
20.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
20.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
20.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
20.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
20.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
20.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
20.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
20.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
20.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
20.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
20.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
20.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
20.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
20.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
20.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
20.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
20.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
20.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
20.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
20.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
20.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
20.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
20.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
20.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
20.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
20.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
20.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
19.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
19.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
19.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
19.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
19.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
19.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
19.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
19.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
19.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
19.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
19.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
19.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
19.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
19.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
19.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
19.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
19.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
19.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
19.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
19.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
19.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
19.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
19.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
19.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
19.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
19.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
19.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
19.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
19.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
19.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
19.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
19.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
19.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
19.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
19.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
19.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
19.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
19.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
19.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
19.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
18.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
18.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
18.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
18.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
18.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
18.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
18.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
18.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
18.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
18.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
18.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
18.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
18.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
18.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
18.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
18.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
18.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
18.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
18.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
18.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
18.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
18.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
18.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
18.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
18.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
18.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
18.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
18.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
18.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
18.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
18.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
18.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
18.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
18.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
18.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
18.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
18.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
18.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
18.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
18.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
18.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
18.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
18.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
18.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
18.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
18.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
18.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
18.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
18.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
17.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
17.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
17.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
17.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
17.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
17.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
17.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
17.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
17.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
17.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
17.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
17.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
17.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
17.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
17.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
17.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
17.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
17.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
17.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
17.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
17.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
17.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
17.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
17.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
17.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
17.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
17.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
17.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
17.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
17.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
17.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
17.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
17.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
17.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
17.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
17.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
17.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
17.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
17.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
17.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
17.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
17.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
17.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
16.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
16.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
16.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
16.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
16.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
16.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
16.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
16.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
16.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
16.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
16.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
16.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
16.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
16.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
16.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
16.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
16.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
16.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
16.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
16.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
16.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
16.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
16.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
16.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
16.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
16.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
16.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
16.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
16.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
16.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
16.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
16.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
16.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
16.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
16.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
16.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
16.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
16.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
16.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
16.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
16.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
16.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
15.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
15.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
15.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
15.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
15.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
15.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
15.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
15.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
15.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
15.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
15.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
15.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
15.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
15.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
15.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
15.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
15.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
15.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
15.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
15.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
15.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
15.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
15.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
15.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
15.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
15.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
14.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
14.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
14.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
14.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
14.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
14.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
14.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
14.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
14.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
14.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
14.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
14.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
14.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
14.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
14.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
14.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
14.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
14.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
14.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
14.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
14.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
14.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
13.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
13.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
13.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
13.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
13.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
13.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
13.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
13.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
13.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
13.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
13.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
13.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
13.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
13.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
13.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
13.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
13.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
13.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
13.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
12.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
12.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
12.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
12.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
12.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
12.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
12.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
12.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
12.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
12.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
12.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
12.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
12.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
12.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
11.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
11.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
11.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
11.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
11.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
11.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
11.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
11.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
11.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
10.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
10.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
10.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
10.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
10.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
9.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
9.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
9.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
8.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
8.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
8.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
8.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
7.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
5.4
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.
OAZ2 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
27.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
67.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
62.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
57.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
48.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
47.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
44.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
43.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
42.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
41.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
41.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
41.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
39.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
39.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
38.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
38.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
37.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
36.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
36.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
34.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
34.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
33.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
33.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
32.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
31.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
31.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
31.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
30.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
29.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
29.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
29.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
29.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
29.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
28.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
28.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
28.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
28.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
28.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
28.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
27.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
27.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
27.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
27.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
27.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
26.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
26.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
26.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
25.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
25.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
25.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
25.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
25.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
24.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
24.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
23.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
23.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
22.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
22.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
22.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
22.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
21.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
21.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
21.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
21.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
21.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
21.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
20.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
20.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
20.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
19.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
19.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
19.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
19.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
18.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
18.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
18.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
18.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
17.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
17.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
17.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
16.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
15.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
14.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
13.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
13.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
13.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
12.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
11.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
OAZ2 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
17.9
Number of samples
207
Samples
Sample
Description
TPM
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
36.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
36.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
35.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
29.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
29.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
29.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
29.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
29.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
29.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
28.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
28.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
28.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
28.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
27.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
27.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
26.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
26.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
26.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
25.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
25.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
25.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
25.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
25.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
24.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
24.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
24.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
24.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
24.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
24.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
24.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
24.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
24.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
24.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
23.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
23.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
23.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
23.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
23.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
23.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
23.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
22.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
22.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
22.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
22.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
22.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
22.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
21.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
21.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
21.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
21.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
21.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
21.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
21.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
21.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
21.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
20.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
20.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
20.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
20.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
20.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
20.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
20.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
20.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
20.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
20.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
19.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
19.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
19.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
19.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
19.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
19.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
19.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
19.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
19.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
18.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
18.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
18.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
18.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
18.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
18.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
18.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
18.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
18.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
18.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
18.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
18.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
18.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
18.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
17.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
17.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
17.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
17.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
17.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
17.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
17.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
17.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
17.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
17.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
17.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
17.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
17.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
17.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
17.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
17.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
17.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
17.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
17.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
16.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
16.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
16.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
16.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
16.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
16.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
16.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
16.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
16.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
16.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
16.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
16.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
16.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
16.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
16.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
15.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
15.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
15.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
15.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
15.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
15.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
15.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
15.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
15.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
15.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
15.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
15.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
15.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
15.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
15.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
14.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
14.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
14.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
14.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
14.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
14.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
14.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
14.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
14.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
14.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
14.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
14.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
14.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
14.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
14.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
14.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
13.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
13.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
13.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
13.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
13.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
13.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
13.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
13.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
13.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
12.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
12.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
12.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
12.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
12.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
12.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
12.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
12.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
12.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
12.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
12.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
12.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
12.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
12.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
12.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
12.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
12.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
11.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
11.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
11.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
11.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
11.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
11.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
11.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
11.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
10.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
10.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
10.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
10.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
10.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
9.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
9.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
9.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
9.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
8.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
7.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
4.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
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
