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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.
TADA2B 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
8.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
19.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
18.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
16.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
16.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
16.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
14.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
14.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
14.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
14.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
14.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
14.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
14.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
13.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
13.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
13.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
13.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
13.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
13.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
13.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
13.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
13.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
13.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
13.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
13.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
13.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
13.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
13.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
12.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
12.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
12.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
12.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
12.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
12.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
12.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
12.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
12.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
12.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
12.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
12.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
12.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
12.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
12.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
11.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
11.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
11.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
11.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
11.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
11.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
11.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
11.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
11.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
11.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
11.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
11.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
11.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
11.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
11.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
11.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
11.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
11.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
10.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
10.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
10.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
10.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
10.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
10.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
10.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
10.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
10.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
10.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
10.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
10.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
10.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
10.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
10.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
10.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
10.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
10.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
10.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
10.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
10.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
9.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
9.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
9.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
9.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
9.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
9.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
9.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
9.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
9.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
9.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
9.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
9.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
9.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
9.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
9.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
9.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
9.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
9.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
9.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
9.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
9.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
9.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
9.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
9.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
9.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
9.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
9.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
9.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
9.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
9.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
9.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
8.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
8.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
8.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
8.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
8.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
8.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
8.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
8.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
8.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
8.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
8.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
8.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
8.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
8.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
8.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
8.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
8.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
8.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
8.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
8.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
8.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
8.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
8.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
8.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
8.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
8.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
8.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
8.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
8.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
8.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
8.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
8.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
8.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
8.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
8.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
7.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
7.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
7.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
7.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
7.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
7.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
7.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
7.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
7.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
7.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
7.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
7.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
7.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
7.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
7.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
7.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
7.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
7.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
7.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
7.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
7.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
7.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
7.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
7.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
7.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
7.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
7.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
7.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
7.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
7.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
7.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
7.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
7.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
7.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
7.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
6.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
6.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
6.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
6.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
6.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
6.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
6.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
6.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
6.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
6.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
6.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
6.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
6.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
6.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
6.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
6.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
6.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
6.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
6.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
6.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
6.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
6.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
5.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
5.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
5.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
5.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
5.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
5.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
5.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
5.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
5.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
5.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
5.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
5.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
5.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
5.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
5.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
5.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
5.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
4.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
4.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
4.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
4.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
4.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
4.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
4.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
4.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
4.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
3.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 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.
TADA2B 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
13.3
Number of samples
486
Samples
Sample
Description
TPM
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
33.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
23.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
21.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
21.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
21.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
20.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
20.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
20.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
20.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
20.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
20.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
20.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
20.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
20.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
20.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
19.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
19.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
19.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
19.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
19.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
19.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
19.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
19.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
19.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
18.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
18.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
18.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
18.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
18.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
18.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
18.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
18.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
18.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
18.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
18.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
18.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
18.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
18.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
18.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
18.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
18.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
17.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
17.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
17.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
17.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
17.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
17.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
17.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
17.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
17.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
17.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
17.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
17.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
17.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
17.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
17.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
17.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
17.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
17.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
17.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
17.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
17.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
17.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
16.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
16.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
16.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
16.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
16.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
16.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
16.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
16.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
16.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
16.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
16.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
16.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
16.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
16.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
16.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
16.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
16.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
16.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
16.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
16.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
16.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
16.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
16.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
16.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
16.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
16.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
16.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
16.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
16.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
16.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
16.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
16.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
16.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
16.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
16.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
16.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
16.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
16.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
15.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
15.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
15.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
15.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
15.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
15.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
15.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
15.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
15.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
15.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
15.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
15.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
15.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
15.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
15.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
15.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
15.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
15.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
15.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
15.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
15.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
15.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
15.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
15.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
15.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
15.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
15.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
15.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
15.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
14.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
14.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
14.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
14.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
14.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
14.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
14.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
14.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
14.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
14.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
14.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
14.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
14.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
14.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
14.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
14.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
14.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
14.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
14.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
14.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
14.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
14.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
14.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
14.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
14.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
14.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
14.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
14.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
14.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
14.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
14.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
14.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
14.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
14.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
14.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
14.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
14.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
14.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
14.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
14.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
14.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
14.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
14.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
14.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
14.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
14.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
14.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
14.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
14.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
14.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
14.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
14.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
14.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
14.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
13.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
13.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
13.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
13.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
13.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
13.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
13.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
13.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
13.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
13.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
13.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
13.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
13.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
13.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
13.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
13.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
13.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
13.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
13.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
13.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
13.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
13.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
13.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
13.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
13.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
13.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
13.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
13.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
13.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
13.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
13.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
13.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
13.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
13.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
13.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
13.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
13.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
13.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
13.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
13.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
13.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
13.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
13.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
13.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
13.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
13.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
13.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
13.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
13.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
13.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
13.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
13.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
13.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
12.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
12.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
12.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
12.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
12.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
12.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
12.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
12.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
12.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
12.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
12.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
12.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
12.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
12.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
12.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
12.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
12.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
12.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
12.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
12.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
12.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
12.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
12.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
12.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
12.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
12.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
12.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
12.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
12.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
12.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
12.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
12.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
12.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
12.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
12.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
12.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
12.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
12.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
12.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
12.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
12.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
12.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
12.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
12.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
12.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
12.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
12.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
12.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
12.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
12.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
12.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
12.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
12.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
12.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
12.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
12.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
12.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
12.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
12.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
12.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
12.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
12.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
12.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
12.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
12.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
12.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
12.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
12.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
12.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
12.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
11.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
11.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
11.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
11.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
11.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
11.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
11.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
11.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
11.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
11.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
11.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
11.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
11.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
11.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
11.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
11.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
11.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
11.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
11.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
11.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
11.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
11.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
11.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
11.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
11.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
11.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
11.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
11.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
11.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
11.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
11.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
11.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
11.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
11.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
11.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
11.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
11.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
11.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
11.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
11.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
11.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
11.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
11.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
11.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
11.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
11.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
11.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
11.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
11.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
11.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
11.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
11.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
11.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
11.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
11.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
11.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
11.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
11.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
11.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
11.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
11.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
11.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
11.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
10.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
10.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
10.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
10.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
10.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
10.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
10.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
10.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
10.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
10.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
10.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
10.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
10.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
10.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
10.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
10.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
10.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
10.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
10.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
10.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
10.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
10.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
10.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
10.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
10.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
10.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
10.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
10.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
10.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
10.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
10.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
10.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
10.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
10.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
10.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
10.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
10.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
10.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
10.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
10.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
10.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
10.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
9.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
9.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
9.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
9.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
9.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
9.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
9.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
9.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
9.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
9.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
9.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
9.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
9.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
9.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
9.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
9.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
9.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
9.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
9.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
9.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
9.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
9.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
9.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
9.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
9.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
9.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
9.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
9.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
9.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
9.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
9.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
9.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
9.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
9.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
9.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
8.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
8.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
8.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
8.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
8.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
8.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
8.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
8.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
7.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
7.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
7.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
7.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
6.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
6.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
6.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
6.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
6.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
5.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.1
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.
TADA2B 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
8.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
18.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
17.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
16.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
15.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
14.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
13.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
12.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
12.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
12.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
12.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
12.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
12.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
12.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
12.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
12.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
12.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
12.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
12.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
11.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
11.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
10.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
10.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
10.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
10.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
10.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
10.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
9.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
9.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
9.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
9.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
9.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
9.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
8.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
8.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
8.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
8.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
8.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
8.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
8.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
8.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
8.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
8.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
8.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
8.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
8.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
8.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
8.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
7.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
7.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
7.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
7.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
7.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
7.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
7.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
7.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
7.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
7.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
7.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
7.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
7.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
7.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
6.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
6.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
6.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
6.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
6.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
6.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
6.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
6.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
6.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
5.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
5.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
5.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
5.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
5.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
5.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
5.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
5.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
5.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
4.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.2
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.
TADA2B 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
12.5
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
24.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
20.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
19.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
19.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
18.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
18.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
17.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
17.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
17.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
17.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
17.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
17.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
16.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
16.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
16.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
16.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
16.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
16.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
16.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
16.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
16.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
16.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
16.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
15.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
15.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
15.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
15.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
15.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
15.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
15.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
15.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
15.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
15.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
15.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
15.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
15.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
15.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
15.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
14.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
14.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
14.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
14.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
14.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
14.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
14.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
14.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
14.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
14.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
14.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
14.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
14.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
14.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
14.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
14.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
14.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
14.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
14.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
14.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
14.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
14.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
14.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
13.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
13.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
13.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
13.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
13.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
13.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
13.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
13.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
13.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
13.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
13.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
13.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
13.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
13.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
13.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
13.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
13.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
13.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
13.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
13.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
13.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
13.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
13.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
13.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
13.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
13.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
13.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
13.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
13.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
13.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
13.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
12.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
12.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
12.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
12.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
12.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
12.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
12.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
12.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
12.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
12.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
12.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
12.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
12.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
12.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
12.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
12.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
12.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
12.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
12.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
12.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
12.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
12.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
12.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
12.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
12.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
12.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
12.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
11.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
11.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
11.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
11.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
11.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
11.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
11.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
11.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
11.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
11.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
11.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
11.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
11.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
11.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
11.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
11.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
10.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
10.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
10.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
10.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
10.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
10.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
10.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
10.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
10.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
10.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
10.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
10.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
10.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
10.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
10.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
10.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
10.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
10.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
10.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
10.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
10.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
10.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
9.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
9.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
9.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
9.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
9.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
9.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
9.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
9.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
9.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
9.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
9.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
9.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
9.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
9.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
9.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
9.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
9.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
9.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
9.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
9.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
8.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
8.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
8.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
8.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
8.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
8.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
8.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
8.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
8.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
8.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
8.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
8.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
7.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
7.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
7.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
7.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
7.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
6.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
4.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
