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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.
TRANK1 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
3.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
34.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
19.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
18.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
16.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
13.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
11.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
11.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
11.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
10.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
10.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
10.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
9.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
9.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
8.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
8.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
8.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
7.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
7.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
7.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
6.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
6.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
6.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
6.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
6.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
6.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
6.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
6.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
6.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
6.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
6.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
6.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
6.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
6.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
6.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
5.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
5.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
5.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
5.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
5.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
5.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
5.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
5.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
5.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
5.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
5.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
5.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
5.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
5.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
5.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
5.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
5.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
4.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
4.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
4.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
4.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
4.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
4.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
4.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
4.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
4.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
4.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
4.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
4.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
4.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
4.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
4.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
4.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
4.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
4.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
4.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
4.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
4.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
4.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
3.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
3.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
3.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
3.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
3.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
3.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
3.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
3.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
3.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
3.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
3.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
3.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
3.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
3.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
3.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
3.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
3.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
3.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
3.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
3.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
3.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
3.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
3.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
3.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
3.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
3.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
3.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
3.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
3.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
3.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
3.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
3.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
3.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
3.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
2.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
2.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
2.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
2.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
2.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
2.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
2.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
2.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
2.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
2.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
2.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
2.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
2.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
2.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
2.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
2.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
2.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
2.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
2.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
2.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
2.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
2.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
2.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
2.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
2.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
2.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
2.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
2.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
2.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
2.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
2.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
2.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
2.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
2.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
2.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
2.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
2.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
2.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
2.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
2.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
2.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
2.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
2.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
1.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
1.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
1.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
1.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
1.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
1.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
1.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
1.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
1.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
1.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
1.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
1.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
1.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
1.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
1.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
1.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
1.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
1.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
1.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
1.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
1.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
1.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
1.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
1.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
1.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
1.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
1.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
1.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
1.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
1.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
1.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
1.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
1.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
1.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
1.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
1.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
1.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
1.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
1.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
1.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
1.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
1.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
1.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
1.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
1.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
1.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
0.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
0.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
0.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
0.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
0.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
0.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
0.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
0.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
0.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
0.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
0.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
0.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
0.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
0.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
0.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
0.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
0.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
0.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
0.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
0.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
0.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
0.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
0.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
0.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
0.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
0.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
0.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
0.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
0.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
0.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
0.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
0.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
0.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
0.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
0.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
0.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
0.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
0.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
0.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
0.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
0.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
0.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
0.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
0.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
0.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
0.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
0.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
0.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
0.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
0.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
0.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
0.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
0.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 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.
TRANK1 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
14.9
Number of samples
486
Samples
Sample
Description
TPM
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
51.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
51.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
38.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
36.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
34.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
34.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
33.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
32.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
32.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
31.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
30.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
29.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
29.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
29.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
29.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
28.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
28.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
28.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
28.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
28.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
28.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
27.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
27.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
27.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
26.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
26.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
26.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
26.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
26.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
26.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
25.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
25.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
25.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
25.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
25.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
25.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
25.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
25.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
24.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
24.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
24.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
24.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
24.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
24.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
24.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
24.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
24.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
24.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
24.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
24.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
23.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
23.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
23.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
23.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
23.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
23.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
23.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
22.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
22.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
22.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
22.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
22.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
22.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
22.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
22.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
22.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
22.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
21.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
21.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
21.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
21.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
21.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
21.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
21.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
21.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
21.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
21.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
21.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
21.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
21.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
21.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
21.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
20.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
20.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
20.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
20.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
20.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
20.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
20.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
20.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
20.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
20.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
20.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
20.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
20.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
20.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
20.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
19.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
19.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
19.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
19.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
19.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
19.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
19.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
19.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
19.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
19.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
19.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
19.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
19.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
19.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
19.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
18.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
18.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
18.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
18.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
18.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
18.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
18.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
18.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
18.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
18.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
18.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
18.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
18.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
17.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
17.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
17.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
17.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
17.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
17.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
17.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
17.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
17.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
17.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
17.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
17.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
17.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
17.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
17.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
17.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
17.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
17.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
17.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
17.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
17.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
17.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
17.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
17.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
17.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
17.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
17.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
16.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
16.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
16.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
16.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
16.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
16.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
16.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
16.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
16.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
16.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
16.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
16.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
16.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
16.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
16.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
16.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
16.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
16.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
16.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
16.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
16.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
16.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
16.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
16.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
15.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
15.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
15.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
15.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
15.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
15.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
15.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
15.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
15.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
15.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
15.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
15.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
15.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
15.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
15.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
15.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
15.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
15.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
15.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
15.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
15.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
15.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
15.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
15.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
15.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
14.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
14.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
14.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
14.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
14.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
14.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
14.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
14.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
14.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
14.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
14.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
14.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
14.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
14.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
14.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
14.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
14.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
14.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
14.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
14.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
14.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
14.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
14.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
14.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
14.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
14.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
14.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
14.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
14.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
14.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
14.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
14.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
13.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
13.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
13.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
13.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
13.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
13.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
13.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
13.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
13.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
13.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
13.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
13.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
13.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
13.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
13.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
13.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
13.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
13.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
13.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
13.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
13.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
13.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
13.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
13.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
13.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
13.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
13.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
13.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
13.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
13.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
13.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
13.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
13.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
12.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
12.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
12.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
12.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
12.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
12.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
12.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
12.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
12.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
12.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
12.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
12.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
12.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
12.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
12.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
12.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
12.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
12.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
12.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
12.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
12.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
12.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
12.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
12.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
12.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
12.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
12.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
12.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
12.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
12.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
12.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
12.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
12.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
12.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
11.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
11.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
11.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
11.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
11.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
11.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
11.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
11.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
11.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
11.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
11.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
11.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
11.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
11.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
11.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
11.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
11.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
11.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
11.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
11.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
11.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
11.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
11.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
11.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
11.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
11.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
11.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
11.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
11.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
11.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
11.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
11.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
11.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
11.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
11.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
11.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
11.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
11.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
11.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
10.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
10.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
10.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
10.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
10.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
10.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
10.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
10.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
10.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
10.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
10.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
10.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
10.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
10.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
10.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
10.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
10.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
10.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
10.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
10.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
10.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
10.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
10.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
10.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
10.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
10.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
10.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
10.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
10.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
10.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
9.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
9.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
9.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
9.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
9.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
9.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
9.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
9.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
9.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
9.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
9.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
9.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
9.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
9.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
9.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
9.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
9.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
9.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
9.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
8.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
8.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
8.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
8.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
8.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
8.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
8.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
8.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
8.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
8.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
8.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
8.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
8.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
8.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
8.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
8.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
8.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
8.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
8.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
8.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
8.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
7.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
7.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
7.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
7.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
7.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
7.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
7.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
7.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
7.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
7.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
7.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
7.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
7.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
7.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
7.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
7.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
7.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
7.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
7.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
7.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
7.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
7.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
6.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
6.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
6.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
6.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
6.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
6.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
6.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
6.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
6.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
6.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
6.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
6.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
6.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
6.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
5.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
5.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
5.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
5.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
5.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
5.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
4.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
4.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
4.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
4.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
4.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
4.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
4.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
4.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
4.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
3.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
3.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
3.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
3.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
3.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
3.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
2.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
2.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
1.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TRANK1 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
2.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
12.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
11.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
11.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
7.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
7.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
6.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
6.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
6.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
6.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
6.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
6.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
6.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
5.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
5.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
5.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
4.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
4.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
4.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
4.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
4.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
3.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
3.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
3.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
3.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
3.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
3.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
3.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
3.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
3.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
3.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
3.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
3.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
3.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
3.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
3.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
3.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
2.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
2.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
2.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
2.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
2.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
2.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
2.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
2.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
2.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
2.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
2.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
2.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
1.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
1.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
1.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
1.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
1.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
1.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
1.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
1.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
1.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
1.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
1.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
1.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
1.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
1.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
1.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
1.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
1.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
1.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
1.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
1.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
1.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
1.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
1.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
1.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
1.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
0.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
0.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
0.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
0.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
0.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
0.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
0.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
0.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
0.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
0.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
0.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
0.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
0.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 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.
TRANK1 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
13.0
Number of samples
207
Samples
Sample
Description
TPM
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
32.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
27.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
27.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
27.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
26.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
25.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
25.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
25.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
25.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
24.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
23.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
23.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
23.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
23.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
22.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
22.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
22.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
22.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
22.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
21.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
21.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
21.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
21.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
20.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
20.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
20.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
20.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
20.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
19.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
19.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
19.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
19.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
18.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
18.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
18.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
18.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
18.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
18.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
17.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
17.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
17.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
17.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
17.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
17.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
17.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
17.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
17.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
17.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
17.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
17.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
17.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
16.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
16.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
16.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
16.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
16.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
16.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
16.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
16.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
16.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
16.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
16.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
16.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
15.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
15.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
15.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
15.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
15.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
15.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
15.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
15.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
15.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
15.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
15.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
14.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
14.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
14.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
14.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
14.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
14.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
14.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
14.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
13.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
13.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
13.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
13.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
13.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
13.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
13.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
13.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
12.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
12.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
12.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
12.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
12.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
12.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
12.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
12.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
12.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
12.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
12.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
12.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
12.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
12.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
12.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
12.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
12.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
11.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
11.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
11.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
11.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
11.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
11.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
11.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
11.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
11.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
11.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
11.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
11.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
11.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
10.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
10.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
10.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
10.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
10.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
10.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
10.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
10.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
10.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
10.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
10.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
10.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
9.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
9.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
9.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
9.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
9.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
9.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
9.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
9.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
9.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
9.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
9.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
9.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
9.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
9.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
9.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
8.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
8.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
8.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
8.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
8.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
8.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
8.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
8.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
8.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
8.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
8.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
8.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
8.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
8.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
8.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
8.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
8.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
8.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
7.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
7.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
7.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
7.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
7.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
7.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
7.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
7.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
7.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
7.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
7.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
7.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
6.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
6.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
6.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
6.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
6.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
6.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
6.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
6.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
6.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
6.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
6.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
6.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
5.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
5.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
5.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
5.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
5.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
5.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
5.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
4.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
4.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
4.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
4.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
4.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
3.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
3.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
0.7
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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
