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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.
C6orf89 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
25.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
56.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
50.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
49.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
48.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
46.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
44.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
44.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
44.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
43.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
43.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
42.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
42.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
42.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
41.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
41.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
40.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
39.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
39.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
38.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
38.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
38.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
38.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
37.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
36.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
36.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
36.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
35.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
35.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
35.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
34.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
34.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
34.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
34.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
34.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
33.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
33.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
33.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
32.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
32.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
32.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
32.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
31.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
31.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
31.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
31.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
31.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
31.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
31.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
31.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
31.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
30.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
30.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
30.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
30.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
30.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
30.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
30.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
30.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
29.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
29.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
29.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
29.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
29.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
29.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
29.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
29.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
29.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
28.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
28.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
28.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
28.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
28.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
28.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
28.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
28.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
28.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
28.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
28.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
28.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
27.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
27.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
27.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
27.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
27.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
27.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
27.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
27.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
27.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
27.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
27.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
26.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
26.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
26.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
26.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
26.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
26.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
26.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
26.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
26.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
26.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
26.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
26.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
26.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
25.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
25.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
25.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
25.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
25.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
25.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
25.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
25.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
25.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
25.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
25.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
25.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
24.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
24.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
24.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
24.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
24.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
24.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
24.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
24.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
24.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
24.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
24.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
24.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
23.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
23.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
23.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
23.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
23.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
23.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
23.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
23.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
23.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
23.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
23.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
22.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
22.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
22.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
22.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
22.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
22.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
22.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
22.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
22.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
22.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
22.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
22.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
22.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
22.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
21.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
21.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
21.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
21.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
21.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
21.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
21.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
21.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
21.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
21.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
21.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
21.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
21.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
21.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
21.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
21.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
21.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
21.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
21.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
21.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
20.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
20.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
20.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
20.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
20.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
20.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
20.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
20.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
20.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
20.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
20.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
20.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
20.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
19.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
19.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
19.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
19.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
19.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
19.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
19.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
19.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
19.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
19.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
18.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
18.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
18.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
18.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
18.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
18.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
18.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
18.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
18.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
18.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
18.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
18.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
18.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
18.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
18.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
17.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
17.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
17.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
17.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
17.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
17.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
17.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
16.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
16.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
16.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
16.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
16.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
16.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
16.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
15.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
15.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
15.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
15.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
15.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
15.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
15.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
15.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
15.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
15.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
14.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
14.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
14.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
14.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
14.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
14.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
13.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
13.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
13.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
13.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
13.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
13.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
12.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
12.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
12.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
11.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
10.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
10.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
9.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 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.
C6orf89 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
44.1
Number of samples
486
Samples
Sample
Description
TPM
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
94.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
93.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
82.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
79.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
72.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
72.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
71.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
69.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
68.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
66.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
65.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
64.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
64.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
63.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
62.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
62.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
61.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
60.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
60.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
60.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
60.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
60.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
59.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
59.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
59.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
59.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
58.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
58.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
58.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
58.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
58.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
58.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
58.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
58.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
58.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
58.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
58.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
57.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
57.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
57.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
57.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
57.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
57.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
56.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
56.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
56.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
56.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
55.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
55.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
55.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
55.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
55.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
55.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
54.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
54.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
54.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
54.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
54.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
54.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
54.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
54.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
54.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
54.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
53.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
53.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
53.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
53.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
53.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
53.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
53.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
53.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
52.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
52.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
52.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
52.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
52.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
52.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
52.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
52.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
52.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
52.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
52.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
51.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
51.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
51.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
51.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
51.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
51.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
51.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
51.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
51.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
51.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
51.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
51.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
51.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
51.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
51.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
51.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
50.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
50.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
50.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
50.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
50.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
50.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
50.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
50.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
50.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
50.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
50.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
50.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
50.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
50.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
50.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
50.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
50.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
50.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
50.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
50.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
50.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
50.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
49.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
49.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
49.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
49.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
49.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
49.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
49.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
49.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
49.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
49.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
49.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
49.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
48.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
48.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
48.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
48.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
48.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
48.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
48.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
48.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
48.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
48.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
48.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
48.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
48.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
48.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
48.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
48.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
48.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
48.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
48.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
48.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
47.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
47.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
47.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
47.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
47.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
47.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
47.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
47.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
47.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
47.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
47.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
47.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
47.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
47.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
47.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
47.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
47.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
47.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
47.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
47.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
46.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
46.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
46.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
46.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
46.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
46.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
46.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
46.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
46.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
46.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
46.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
46.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
46.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
46.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
46.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
46.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
46.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
46.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
46.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
46.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
46.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
45.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
45.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
45.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
45.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
45.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
45.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
45.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
45.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
45.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
45.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
45.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
44.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
44.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
44.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
44.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
44.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
44.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
44.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
44.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
44.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
44.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
44.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
44.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
44.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
44.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
44.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
44.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
44.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
44.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
44.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
44.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
44.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
44.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
44.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
44.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
44.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
43.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
43.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
43.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
43.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
43.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
43.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
43.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
43.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
43.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
43.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
43.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
43.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
43.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
42.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
42.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
42.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
42.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
42.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
42.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
42.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
42.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
42.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
42.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
42.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
42.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
42.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
42.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
42.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
42.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
42.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
42.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
42.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
42.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
42.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
42.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
42.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
42.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
42.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
42.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
42.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
42.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
42.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
42.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
42.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
41.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
41.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
41.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
41.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
41.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
41.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
41.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
41.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
41.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
41.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
41.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
41.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
41.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
41.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
41.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
41.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
41.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
41.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
41.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
41.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
41.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
41.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
41.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
41.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
41.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
41.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
40.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
40.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
40.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
40.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
40.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
40.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
40.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
40.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
40.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
40.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
40.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
40.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
40.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
40.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
40.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
40.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
40.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
40.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
40.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
40.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
40.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
40.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
39.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
39.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
39.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
39.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
39.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
39.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
39.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
39.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
39.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
39.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
39.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
39.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
39.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
39.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
39.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
39.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
39.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
39.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
39.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
39.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
39.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
39.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
39.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
39.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
39.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
39.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
38.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
38.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
38.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
38.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
38.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
38.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
38.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
38.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
38.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
38.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
38.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
38.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
38.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
38.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
38.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
37.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
37.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
37.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
37.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
37.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
37.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
37.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
37.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
37.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
37.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
37.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
37.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
37.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
37.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
37.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
37.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
37.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
37.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
37.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
37.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
37.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
37.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
37.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
37.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
37.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
37.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
37.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
37.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
37.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
36.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
36.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
36.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
36.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
36.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
36.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
36.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
36.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
36.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
36.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
36.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
35.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
35.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
35.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
35.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
35.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
35.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
35.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
35.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
35.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
35.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
35.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
35.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
35.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
35.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
35.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
35.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
34.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
34.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
34.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
34.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
34.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
34.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
34.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
34.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
34.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
34.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
34.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
34.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
34.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
34.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
34.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
34.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
34.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
33.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
33.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
33.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
33.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
33.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
33.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
33.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
33.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
32.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
32.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
32.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
32.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
32.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
32.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
32.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
31.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
31.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
31.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
31.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
31.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
31.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
31.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
31.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
31.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
31.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
30.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
30.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
30.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
29.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
29.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
29.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
29.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
29.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
29.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
29.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
29.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
28.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
28.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
28.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
28.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
27.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
27.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
26.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
25.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
25.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
24.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
23.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
20.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
16.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
2.2
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.
C6orf89 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
25.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
42.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
41.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
40.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
36.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
36.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
36.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
35.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
35.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
35.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
35.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
35.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
34.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
34.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
33.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
33.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
32.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
31.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
30.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
30.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
30.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
30.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
30.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
29.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
29.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
29.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
29.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
29.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
28.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
28.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
28.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
28.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
28.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
27.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
27.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
27.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
27.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
27.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
27.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
27.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
26.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
26.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
26.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
25.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
25.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
25.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
25.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
25.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
25.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
25.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
24.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
24.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
24.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
23.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
23.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
23.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
22.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
22.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
22.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
22.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
22.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
22.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
22.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
22.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
21.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
21.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
20.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
20.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
20.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
19.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
19.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
19.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
19.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
18.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
18.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
18.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
18.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
17.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
16.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
16.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
15.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
14.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
13.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
11.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
11.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
10.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
9.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
8.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
C6orf89 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
41.7
Number of samples
207
Samples
Sample
Description
TPM
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
71.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
69.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
67.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
61.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
60.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
60.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
59.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
58.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
57.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
56.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
56.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
56.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
55.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
55.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
55.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
55.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
55.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
54.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
54.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
54.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
54.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
53.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
53.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
53.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
53.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
52.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
52.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
52.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
52.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
52.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
51.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
51.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
51.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
51.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
51.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
51.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
51.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
51.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
50.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
50.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
50.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
50.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
50.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
50.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
50.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
50.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
50.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
49.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
49.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
48.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
48.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
48.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
48.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
48.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
48.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
48.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
48.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
48.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
48.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
47.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
47.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
47.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
47.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
47.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
47.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
47.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
47.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
47.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
46.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
46.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
46.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
46.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
45.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
45.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
45.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
45.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
45.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
45.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
45.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
45.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
44.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
44.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
44.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
44.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
44.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
43.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
43.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
43.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
43.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
43.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
43.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
43.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
43.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
42.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
42.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
42.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
42.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
42.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
41.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
41.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
41.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
41.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
41.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
41.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
40.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
40.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
40.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
40.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
40.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
40.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
40.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
40.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
39.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
39.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
39.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
39.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
39.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
39.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
39.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
39.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
39.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
38.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
38.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
38.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
38.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
38.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
38.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
38.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
37.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
37.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
37.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
37.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
37.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
37.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
37.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
37.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
37.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
36.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
36.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
35.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
35.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
35.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
35.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
35.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
35.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
35.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
34.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
34.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
34.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
34.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
34.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
34.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
34.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
34.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
34.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
34.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
34.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
34.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
33.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
33.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
33.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
33.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
33.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
33.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
33.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
33.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
33.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
33.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
33.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
33.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
32.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
32.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
32.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
32.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
32.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
32.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
32.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
32.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
32.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
31.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
31.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
31.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
31.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
30.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
30.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
30.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
29.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
29.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
29.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
28.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
28.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
28.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
28.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
28.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
28.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
27.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
27.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
27.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
27.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
27.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
26.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
26.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
23.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
20.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
20.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
20.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
16.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
