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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.
AJUBA 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
9.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
31.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
28.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
27.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
26.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
26.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
26.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
25.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
23.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
22.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
22.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
21.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
21.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
21.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
21.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
21.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
20.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
20.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
20.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
20.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
18.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
18.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
18.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
17.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
16.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
16.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
16.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
16.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
16.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
16.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
15.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
15.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
15.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
15.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
15.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
14.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
14.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
14.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
14.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
14.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
14.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
13.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
13.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
13.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
13.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
13.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
13.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
13.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
13.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
13.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
13.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
13.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
12.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
12.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
12.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
12.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
12.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
12.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
12.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
12.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
12.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
12.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
11.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
11.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
11.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
11.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
11.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
11.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
11.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
11.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
11.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
11.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
11.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
11.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
11.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
11.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
10.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
10.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
10.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
10.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
10.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
10.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
10.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
10.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
10.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
10.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
10.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
10.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
10.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
10.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
10.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
10.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
10.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
10.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
9.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
9.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
9.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
9.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
9.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
9.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
9.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
9.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
9.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
9.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
9.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
9.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
9.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
9.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
9.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
9.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
9.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
9.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
9.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
9.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
9.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
9.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
9.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
8.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
8.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
8.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
8.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
8.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
8.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
8.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
8.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
8.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
8.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
8.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
8.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
8.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
8.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
8.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
8.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
8.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
8.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
8.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
7.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
7.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
7.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
7.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
7.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
7.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
7.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
7.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
7.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
7.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
7.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
7.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
7.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
7.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
7.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
7.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
7.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
7.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
7.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
7.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
7.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
7.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
7.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
7.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
7.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
7.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
7.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
7.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
7.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
7.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
6.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
6.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
6.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
6.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
6.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
6.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
6.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
6.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
6.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
6.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
6.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
6.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
6.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
6.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
6.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
6.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
6.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
6.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
6.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
6.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
6.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
6.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
6.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
6.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
6.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
6.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
6.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
5.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
5.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
5.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
5.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
5.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
5.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
5.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
5.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
5.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
5.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
5.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
5.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
5.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
5.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
5.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
5.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
5.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
5.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
5.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
5.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
5.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
5.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
5.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
5.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
5.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
5.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
4.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
4.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
4.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
4.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
4.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
4.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
3.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
3.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
3.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
3.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
3.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
3.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
3.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
3.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
2.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
2.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
2.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 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.
AJUBA 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
14.8
Number of samples
486
Samples
Sample
Description
TPM
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
54.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
47.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
44.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
43.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
41.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
40.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
40.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
37.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
37.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
35.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
34.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
33.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
33.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
32.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
32.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
32.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
32.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
30.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
30.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
30.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
30.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
30.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
29.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
29.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
29.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
29.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
29.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
29.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
29.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
29.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
29.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
28.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
28.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
28.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
28.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
28.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
28.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
27.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
27.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
26.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
26.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
25.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
25.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
25.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
24.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
24.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
24.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
24.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
24.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
24.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
24.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
24.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
24.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
23.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
23.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
23.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
23.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
23.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
23.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
23.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
23.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
23.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
22.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
22.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
22.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
22.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
22.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
22.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
22.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
21.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
21.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
21.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
21.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
21.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
21.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
21.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
21.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
21.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
21.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
21.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
21.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
21.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
21.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
20.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
20.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
20.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
20.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
20.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
20.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
20.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
20.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
20.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
19.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
19.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
19.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
19.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
19.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
19.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
19.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
19.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
19.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
19.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
19.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
19.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
19.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
19.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
19.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
19.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
18.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
18.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
18.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
18.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
18.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
18.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
18.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
18.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
18.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
18.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
18.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
18.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
18.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
18.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
18.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
18.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
17.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
17.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
17.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
17.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
17.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
17.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
17.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
17.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
17.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
17.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
17.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
17.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
17.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
17.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
17.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
17.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
17.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
17.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
16.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
16.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
16.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
16.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
16.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
16.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
16.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
16.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
16.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
16.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
16.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
16.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
16.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
16.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
16.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
16.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
16.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
16.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
16.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
16.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
16.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
16.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
16.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
16.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
15.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
15.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
15.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
15.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
15.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
15.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
15.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
15.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
15.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
15.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
15.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
15.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
15.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
15.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
15.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
15.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
15.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
15.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
15.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
15.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
15.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
15.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
15.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
14.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
14.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
14.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
14.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
14.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
14.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
14.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
14.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
14.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
14.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
14.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
14.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
14.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
14.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
14.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
14.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
14.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
14.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
14.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
14.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
14.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
14.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
13.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
13.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
13.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
13.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
13.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
13.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
13.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
13.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
13.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
13.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
13.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
13.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
13.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
13.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
13.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
13.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
13.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
13.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
13.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
13.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
13.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
13.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
13.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
13.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
13.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
13.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
13.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
13.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
12.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
12.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
12.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
12.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
12.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
12.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
12.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
12.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
12.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
12.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
12.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
12.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
12.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
12.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
12.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
12.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
12.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
12.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
12.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
12.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
12.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
12.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
12.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
12.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
12.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
12.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
12.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
12.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
12.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
12.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
12.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
12.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
12.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
12.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
12.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
12.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
11.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
11.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
11.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
11.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
11.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
11.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
11.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
11.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
11.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
11.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
11.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
11.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
11.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
11.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
11.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
11.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
11.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
11.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
11.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
11.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
11.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
11.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
11.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
11.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
11.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
11.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
11.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
11.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
11.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
11.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
11.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
11.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
11.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
10.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
10.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
10.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
10.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
10.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
10.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
10.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
10.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
10.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
10.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
10.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
10.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
10.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
10.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
10.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
10.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
10.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
10.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
10.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
10.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
10.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
10.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
10.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
10.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
10.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
10.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
10.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
10.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
10.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
10.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
10.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
10.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
10.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
10.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
10.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
10.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
10.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
10.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
10.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
9.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
9.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
9.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
9.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
9.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
9.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
9.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
9.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
9.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
9.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
9.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
9.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
9.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
9.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
9.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
9.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
9.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
9.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
9.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
9.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
9.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
9.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
9.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
9.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
9.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
9.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
9.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
9.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
9.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
9.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
9.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
9.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
8.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
8.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
8.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
8.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
8.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
8.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
8.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
8.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
8.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
8.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
8.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
8.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
8.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
8.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
8.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
8.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
8.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
8.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
8.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
8.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
8.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
8.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
8.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
8.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
8.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
8.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
8.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
8.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
8.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
8.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
8.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
8.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
8.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
8.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
8.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
7.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
7.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
7.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
7.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
7.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
7.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
7.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
7.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
7.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
7.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
7.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
7.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
7.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
7.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
7.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
7.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
7.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
7.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
7.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
7.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
7.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
6.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
6.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
6.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
6.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
6.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
6.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
6.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
6.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
6.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
6.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
6.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
5.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
5.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
5.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
5.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
5.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
5.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
5.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
5.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
5.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
5.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
5.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
5.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
5.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
5.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
5.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
5.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
4.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
4.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
4.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
3.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
3.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
3.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
3.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
2.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.0
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
AJUBA 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
10.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
27.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
23.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
22.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
22.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
18.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
17.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
17.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
16.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
15.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
15.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
15.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
14.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
14.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
13.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
13.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
13.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
13.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
13.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
13.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
13.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
13.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
13.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
13.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
12.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
12.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
12.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
12.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
12.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
12.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
11.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
11.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
11.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
11.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
11.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
11.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
11.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
11.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
11.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
10.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
10.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
10.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
9.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
9.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
9.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
9.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
9.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
8.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
8.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
8.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
8.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
8.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
8.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
8.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
8.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
8.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
8.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
8.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
7.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
7.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
7.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
7.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
7.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
6.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
6.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
6.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
6.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
6.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
6.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
6.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
5.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
5.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
5.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
4.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
4.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
4.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
4.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
3.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
2.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
2.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
2.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
1.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
AJUBA 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
14.1
Number of samples
207
Samples
Sample
Description
TPM
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
52.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
43.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
38.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
36.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
32.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
31.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
31.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
31.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
29.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
28.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
27.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
27.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
27.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
24.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
23.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
23.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
23.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
22.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
22.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
22.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
21.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
21.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
20.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
20.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
20.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
20.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
20.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
20.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
19.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
19.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
19.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
19.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
19.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
19.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
19.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
19.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
18.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
18.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
18.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
18.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
17.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
17.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
17.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
17.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
17.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
17.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
17.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
16.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
16.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
16.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
16.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
16.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
16.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
16.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
16.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
16.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
15.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
15.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
15.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
15.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
15.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
15.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
15.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
15.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
15.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
15.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
15.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
15.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
15.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
14.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
14.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
14.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
14.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
14.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
14.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
14.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
14.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
14.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
14.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
14.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
14.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
14.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
14.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
14.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
13.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
13.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
13.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
13.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
13.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
13.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
13.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
13.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
13.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
13.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
13.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
13.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
13.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
12.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
12.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
12.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
12.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
12.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
12.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
12.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
12.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
12.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
12.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
12.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
12.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
12.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
12.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
11.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
11.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
11.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
11.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
11.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
11.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
11.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
11.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
11.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
11.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
11.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
10.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
10.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
10.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
10.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
10.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
10.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
10.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
10.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
10.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
10.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
10.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
10.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
10.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
10.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
10.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
10.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
9.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
9.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
9.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
9.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
9.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
9.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
9.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
9.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
9.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
9.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
9.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
9.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
9.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
9.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
9.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
9.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
9.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
8.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
8.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
8.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
8.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
8.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
8.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
8.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
8.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
8.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
8.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
8.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
8.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
8.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
8.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
8.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
7.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
7.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
7.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
7.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
7.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
7.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
7.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
7.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
7.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
7.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
7.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
6.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
6.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
6.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
6.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
6.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
6.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
6.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
6.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
5.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
5.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
5.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
5.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
5.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
5.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
4.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
4.2
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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.