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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.
TRAK2 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
9.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
28.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
26.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
26.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
25.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
23.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
23.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
20.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
19.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
19.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
19.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
18.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
17.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
17.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
16.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
16.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
15.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
15.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
15.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
15.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
15.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
15.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
15.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
15.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
15.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
15.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
14.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
14.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
14.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
13.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
13.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
13.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
13.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
13.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
13.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
13.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
13.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
13.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
13.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
13.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
13.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
13.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
13.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
13.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
12.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
12.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
12.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
12.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
12.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
12.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
12.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
12.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
12.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
12.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
12.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
12.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
12.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
11.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
11.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
11.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
11.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
11.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
11.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
11.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
11.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
11.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
11.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
11.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
10.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
10.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
10.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
10.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
10.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
10.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
10.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
10.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
10.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
10.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
10.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
10.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
10.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
10.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
10.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
10.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
10.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
10.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
10.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
10.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
10.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
9.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
9.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
9.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
9.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
9.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
9.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
9.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
9.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
9.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
9.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
9.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
9.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
9.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
9.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
9.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
9.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
9.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
9.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
9.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
9.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
9.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
9.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
9.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
9.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
9.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
9.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
9.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
9.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
9.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
9.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
9.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
9.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
9.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
9.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
9.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
9.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
9.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
9.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
9.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
8.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
8.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
8.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
8.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
8.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
8.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
8.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
8.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
8.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
8.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
8.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
8.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
8.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
8.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
8.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
8.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
8.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
8.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
8.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
8.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
8.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
8.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
8.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
8.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
8.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
8.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
8.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
8.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
8.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
8.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
8.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
7.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
7.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
7.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
7.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
7.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
7.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
7.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
7.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
7.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
7.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
7.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
7.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
7.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
7.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
7.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
7.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
7.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
7.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
7.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
7.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
7.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
7.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
6.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
6.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
6.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
6.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
6.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
6.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
6.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
6.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
6.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
6.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
6.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
6.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
6.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
6.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
6.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
6.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
6.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
6.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
6.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
6.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
6.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
6.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
6.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
6.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
6.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
6.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
6.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
6.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
5.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
5.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
5.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
5.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
5.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
5.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
5.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
5.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
5.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
5.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
5.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
5.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
5.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
5.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
5.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
5.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
5.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
5.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
5.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
4.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
4.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
4.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
4.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
4.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 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.
TRAK2 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
24.3
Number of samples
486
Samples
Sample
Description
TPM
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
61.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
46.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
46.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
45.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
43.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
43.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
42.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
41.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
41.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
41.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
40.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
40.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
38.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
38.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
37.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
37.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
37.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
37.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
37.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
36.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
36.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
36.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
36.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
36.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
36.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
35.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
35.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
35.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
35.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
35.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
35.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
35.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
34.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
34.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
34.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
34.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
33.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
33.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
33.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
33.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
32.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
32.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
32.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
32.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
32.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
32.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
32.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
32.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
32.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
31.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
31.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
31.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
31.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
31.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
31.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
31.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
31.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
31.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
31.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
31.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
31.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
30.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
30.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
30.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
30.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
30.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
30.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
30.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
30.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
30.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
30.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
30.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
30.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
30.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
30.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
30.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
30.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
29.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
29.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
29.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
29.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
29.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
29.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
29.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
29.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
29.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
29.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
29.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
29.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
29.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
29.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
29.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
29.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
29.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
28.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
28.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
28.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
28.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
28.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
28.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
28.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
28.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
28.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
28.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
28.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
28.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
28.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
28.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
28.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
28.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
28.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
28.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
28.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
28.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
28.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
28.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
27.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
27.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
27.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
27.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
27.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
27.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
27.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
27.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
27.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
27.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
27.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
27.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
27.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
27.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
27.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
27.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
27.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
27.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
27.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
27.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
27.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
27.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
27.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
27.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
27.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
27.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
27.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
26.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
26.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
26.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
26.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
26.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
26.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
26.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
26.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
26.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
26.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
26.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
26.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
26.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
26.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
26.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
26.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
26.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
26.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
26.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
26.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
26.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
26.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
26.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
26.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
26.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
26.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
26.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
26.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
26.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
26.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
26.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
26.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
26.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
26.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
26.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
26.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
26.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
26.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
25.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
25.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
25.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
25.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
25.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
25.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
25.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
25.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
25.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
25.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
25.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
25.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
25.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
25.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
25.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
25.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
25.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
25.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
25.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
25.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
25.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
25.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
25.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
25.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
25.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
25.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
25.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
24.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
24.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
24.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
24.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
24.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
24.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
24.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
24.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
24.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
24.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
24.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
24.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
24.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
24.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
24.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
24.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
24.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
24.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
24.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
24.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
24.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
24.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
24.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
24.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
24.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
24.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
24.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
24.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
24.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
24.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
24.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
24.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
24.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
24.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
24.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
24.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
24.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
24.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
23.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
23.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
23.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
23.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
23.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
23.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
23.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
23.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
23.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
23.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
23.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
23.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
23.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
23.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
23.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
23.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
23.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
23.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
23.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
23.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
23.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
23.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
23.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
23.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
23.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
23.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
23.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
23.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
22.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
22.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
22.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
22.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
22.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
22.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
22.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
22.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
22.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
22.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
22.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
22.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
22.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
22.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
22.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
22.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
22.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
22.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
22.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
22.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
22.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
22.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
22.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
22.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
21.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
21.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
21.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
21.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
21.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
21.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
21.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
21.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
21.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
21.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
21.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
21.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
21.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
21.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
21.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
21.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
21.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
21.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
21.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
21.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
21.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
21.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
21.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
21.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
21.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
21.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
21.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
21.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
21.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
21.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
21.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
21.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
21.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
21.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
20.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
20.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
20.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
20.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
20.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
20.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
20.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
20.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
20.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
20.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
20.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
20.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
20.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
20.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
20.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
20.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
20.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
20.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
20.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
20.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
20.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
20.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
20.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
20.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
20.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
20.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
20.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
20.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
20.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
20.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
19.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
19.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
19.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
19.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
19.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
19.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
19.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
19.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
19.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
19.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
19.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
19.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
19.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
19.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
19.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
19.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
19.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
19.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
19.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
19.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
19.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
19.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
19.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
19.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
19.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
19.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
19.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
19.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
18.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
18.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
18.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
18.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
18.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
18.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
18.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
18.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
18.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
18.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
18.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
18.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
18.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
18.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
18.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
18.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
18.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
18.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
18.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
18.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
17.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
17.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
17.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
17.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
17.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
17.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
17.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
17.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
17.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
17.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
17.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
17.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
17.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
17.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
17.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
17.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
17.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
17.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
17.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
17.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
17.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
17.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
17.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
17.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
17.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
17.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
17.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
17.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
17.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
17.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
17.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
17.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
17.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
16.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
16.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
16.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
16.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
16.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
16.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
16.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
16.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
16.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
16.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
16.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
16.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
16.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
15.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
15.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
15.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
15.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
15.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
15.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
15.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
15.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
15.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
15.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
15.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
15.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
15.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
14.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
13.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
13.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
13.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
13.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
13.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
13.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
13.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
12.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
12.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
12.0
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TRAK2 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
9.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
18.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
17.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
16.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
16.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
16.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
16.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
15.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
14.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
14.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
14.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
14.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
13.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
13.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
13.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
13.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
13.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
12.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
12.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
12.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
11.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
11.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
11.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
11.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
11.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
11.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
11.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
11.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
11.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
11.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
11.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
10.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
10.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
10.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
10.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
10.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
9.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
9.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
9.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
9.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
9.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
9.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
8.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
8.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
8.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
8.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
8.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
8.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
8.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
8.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
8.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
8.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
8.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
8.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
8.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
8.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
8.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
7.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
7.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
7.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
7.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
7.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
7.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
7.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
7.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
7.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
7.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
7.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
7.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
7.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
7.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
7.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
7.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
6.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
6.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
6.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
5.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
5.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
5.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
5.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
5.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
4.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
4.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
4.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TRAK2 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
23.3
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
41.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
36.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
36.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
35.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
33.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
33.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
33.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
32.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
32.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
32.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
32.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
32.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
32.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
32.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
32.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
32.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
31.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
31.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
31.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
31.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
30.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
30.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
29.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
29.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
29.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
29.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
29.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
29.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
29.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
29.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
28.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
28.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
28.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
28.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
28.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
28.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
27.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
27.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
27.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
27.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
27.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
27.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
27.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
27.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
27.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
27.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
27.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
26.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
26.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
26.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
26.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
26.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
26.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
26.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
26.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
26.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
26.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
26.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
26.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
26.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
26.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
26.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
26.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
26.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
25.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
25.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
25.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
25.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
25.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
25.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
25.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
25.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
25.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
25.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
25.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
25.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
25.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
24.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
24.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
24.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
24.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
24.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
24.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
24.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
24.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
24.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
24.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
23.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
23.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
23.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
23.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
23.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
23.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
23.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
23.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
23.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
23.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
23.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
23.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
23.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
23.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
23.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
23.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
22.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
22.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
22.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
22.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
22.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
22.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
22.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
22.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
22.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
22.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
22.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
22.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
22.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
22.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
22.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
22.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
22.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
22.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
22.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
22.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
22.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
22.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
21.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
21.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
21.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
21.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
21.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
21.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
21.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
21.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
21.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
21.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
21.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
20.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
20.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
20.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
20.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
20.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
20.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
20.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
20.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
20.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
20.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
20.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
20.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
20.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
20.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
20.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
20.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
20.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
20.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
20.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
19.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
19.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
19.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
19.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
19.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
19.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
19.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
19.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
18.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
18.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
18.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
18.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
18.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
18.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
18.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
18.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
18.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
18.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
18.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
17.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
17.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
17.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
17.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
17.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
17.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
16.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
16.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
16.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
16.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
16.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
16.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
16.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
15.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
15.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
15.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
15.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
15.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
15.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
15.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
14.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
14.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
14.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
14.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
14.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
13.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
13.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
13.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
13.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
13.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
12.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.7
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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
