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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.
TEX2 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
11.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
24.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
21.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
21.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
21.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
20.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
20.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
20.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
19.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
19.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
19.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
19.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
19.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
18.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
18.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
17.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
17.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
17.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
17.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
17.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
17.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
17.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
17.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
17.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
17.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
17.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
17.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
16.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
16.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
16.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
16.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
16.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
16.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
16.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
15.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
15.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
15.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
15.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
15.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
15.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
15.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
15.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
15.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
15.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
15.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
15.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
15.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
15.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
15.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
15.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
15.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
14.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
14.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
14.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
14.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
14.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
14.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
14.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
14.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
14.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
14.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
14.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
14.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
14.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
13.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
13.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
13.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
13.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
13.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
13.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
13.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
13.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
13.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
13.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
13.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
13.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
13.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
13.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
13.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
13.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
13.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
13.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
13.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
13.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
13.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
13.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
12.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
12.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
12.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
12.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
12.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
12.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
12.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
12.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
12.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
12.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
12.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
12.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
12.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
12.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
12.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
12.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
12.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
12.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
12.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
12.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
12.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
12.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
11.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
11.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
11.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
11.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
11.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
11.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
11.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
11.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
11.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
11.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
11.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
11.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
11.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
11.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
11.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
11.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
11.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
11.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
11.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
11.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
11.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
11.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
11.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
11.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
10.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
10.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
10.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
10.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
10.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
10.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
10.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
10.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
10.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
10.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
10.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
10.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
10.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
10.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
10.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
10.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
10.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
10.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
10.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
10.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
10.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
10.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
10.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
10.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
10.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
9.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
9.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
9.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
9.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
9.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
9.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
9.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
9.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
9.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
9.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
9.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
9.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
9.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
9.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
9.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
9.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
9.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
9.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
8.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
8.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
8.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
8.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
8.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
8.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
8.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
8.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
8.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
8.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
8.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
8.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
8.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
8.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
8.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
8.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
8.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
8.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
8.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
8.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
8.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
8.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
8.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
8.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
8.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
8.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
8.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
8.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
8.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
8.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
7.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
7.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
7.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
7.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
7.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
7.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
7.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
7.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
7.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
7.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
7.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
7.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
7.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
7.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
7.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
6.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
6.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
6.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
6.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
6.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
6.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
6.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
6.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
6.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
6.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
6.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
6.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
5.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
5.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
5.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
5.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
5.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
5.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
5.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
4.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
4.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
4.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
4.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
2.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 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.
TEX2 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
23.7
Number of samples
486
Samples
Sample
Description
TPM
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
63.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
56.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
45.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
45.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
42.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
42.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
42.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
40.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
40.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
38.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
38.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
38.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
37.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
37.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
37.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
37.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
37.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
36.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
36.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
36.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
36.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
36.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
36.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
36.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
36.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
36.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
36.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
35.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
34.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
34.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
34.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
34.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
33.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
33.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
33.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
33.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
32.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
32.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
32.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
32.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
32.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
32.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
31.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
31.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
31.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
31.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
31.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
31.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
31.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
31.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
31.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
31.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
31.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
31.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
31.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
31.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
30.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
30.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
30.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
30.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
30.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
30.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
30.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
30.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
30.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
30.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
30.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
29.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
29.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
29.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
29.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
29.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
29.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
29.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
29.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
29.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
29.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
29.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
29.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
28.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
28.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
28.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
28.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
28.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
28.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
28.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
28.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
28.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
28.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
28.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
28.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
28.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
28.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
28.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
28.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
28.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
28.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
28.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
27.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
27.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
27.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
27.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
27.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
27.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
27.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
27.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
27.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
27.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
27.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
27.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
27.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
27.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
27.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
27.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
27.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
27.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
27.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
26.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
26.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
26.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
26.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
26.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
26.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
26.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
26.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
26.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
26.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
26.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
26.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
26.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
26.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
26.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
26.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
26.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
26.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
26.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
25.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
25.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
25.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
25.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
25.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
25.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
25.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
25.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
25.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
25.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
25.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
25.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
25.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
25.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
25.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
25.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
25.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
25.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
25.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
25.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
25.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
25.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
25.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
25.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
25.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
25.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
25.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
25.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
25.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
25.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
25.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
25.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
25.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
25.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
25.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
25.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
25.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
25.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
25.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
25.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
24.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
24.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
24.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
24.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
24.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
24.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
24.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
24.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
24.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
24.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
24.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
24.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
24.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
24.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
24.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
24.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
24.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
24.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
24.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
24.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
24.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
24.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
24.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
24.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
24.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
24.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
24.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
24.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
24.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
24.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
24.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
23.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
23.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
23.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
23.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
23.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
23.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
23.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
23.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
23.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
23.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
23.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
23.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
23.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
23.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
23.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
23.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
23.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
23.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
23.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
23.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
23.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
23.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
23.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
23.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
23.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
23.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
23.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
23.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
23.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
23.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
23.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
23.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
23.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
23.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
23.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
23.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
23.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
23.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
23.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
23.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
23.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
23.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
22.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
22.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
22.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
22.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
22.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
22.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
22.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
22.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
22.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
22.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
22.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
22.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
22.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
22.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
22.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
22.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
22.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
22.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
22.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
22.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
22.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
22.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
22.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
22.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
22.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
22.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
22.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
22.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
22.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
22.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
21.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
21.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
21.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
21.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
21.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
21.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
21.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
21.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
21.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
21.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
21.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
21.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
21.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
21.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
21.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
21.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
21.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
21.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
21.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
21.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
21.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
21.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
21.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
21.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
21.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
21.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
21.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
21.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
21.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
21.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
21.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
21.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
21.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
21.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
21.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
21.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
21.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
21.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
21.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
21.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
21.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
21.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
21.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
20.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
20.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
20.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
20.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
20.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
20.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
20.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
20.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
20.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
20.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
20.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
20.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
20.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
20.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
20.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
20.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
20.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
20.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
20.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
20.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
20.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
20.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
20.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
20.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
20.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
20.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
20.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
20.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
20.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
20.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
19.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
19.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
19.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
19.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
19.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
19.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
19.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
19.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
19.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
19.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
19.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
19.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
19.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
19.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
19.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
19.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
19.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
19.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
19.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
19.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
19.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
19.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
19.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
19.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
19.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
19.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
19.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
19.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
19.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
19.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
18.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
18.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
18.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
18.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
18.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
18.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
18.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
18.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
18.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
18.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
18.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
18.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
18.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
18.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
18.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
18.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
18.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
18.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
18.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
18.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
18.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
18.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
18.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
18.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
18.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
18.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
18.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
18.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
18.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
17.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
17.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
17.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
17.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
17.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
17.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
17.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
17.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
17.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
17.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
17.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
17.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
17.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
17.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
17.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
17.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
17.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
17.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
17.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
17.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
17.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
17.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
17.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
17.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
17.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
17.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
17.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
16.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
16.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
16.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
16.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
16.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
16.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
16.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
16.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
16.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
16.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
16.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
16.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
16.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
16.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
16.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
15.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
15.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
15.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
15.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
15.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
15.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
15.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
14.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
14.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
14.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
14.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
14.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
14.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
13.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
13.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
13.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
13.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
12.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
12.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
12.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
11.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
11.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
11.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
11.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
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.
TEX2 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
11.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
19.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
19.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
18.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
18.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
17.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
17.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
17.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
16.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
16.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
16.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
15.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
15.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
15.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
15.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
15.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
14.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
14.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
14.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
14.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
14.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
14.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
14.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
14.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
14.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
13.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
13.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
13.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
13.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
13.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
13.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
13.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
13.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
13.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
12.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
12.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
12.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
12.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
12.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
11.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
11.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
11.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
11.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
11.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
11.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
11.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
11.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
11.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
11.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
11.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
11.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
11.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
11.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
10.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
10.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
10.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
10.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
10.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
10.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
10.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
10.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
10.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
10.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
10.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
9.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
9.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
9.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
9.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
9.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
9.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
9.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
8.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
8.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
8.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
7.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
7.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
6.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
6.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
6.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
5.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
4.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.4
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.
TEX2 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
23.2
Number of samples
207
Samples
Sample
Description
TPM
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
53.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
46.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
46.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
43.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
43.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
40.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
39.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
37.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
36.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
36.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
35.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
34.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
34.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
33.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
32.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
32.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
32.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
31.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
30.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
30.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
29.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
29.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
29.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
29.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
29.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
28.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
28.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
28.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
28.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
28.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
28.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
28.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
28.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
28.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
28.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
27.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
27.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
27.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
27.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
27.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
27.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
27.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
26.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
26.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
26.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
26.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
26.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
26.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
26.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
26.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
26.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
26.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
25.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
25.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
25.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
25.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
25.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
25.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
24.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
24.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
24.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
24.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
24.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
24.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
24.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
24.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
24.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
24.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
24.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
24.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
24.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
23.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
23.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
23.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
23.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
23.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
23.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
23.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
23.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
23.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
23.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
23.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
23.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
23.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
23.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
23.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
23.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
23.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
23.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
23.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
22.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
22.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
22.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
22.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
22.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
22.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
22.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
22.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
22.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
22.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
22.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
22.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
22.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
22.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
22.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
22.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
22.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
22.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
22.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
22.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
21.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
21.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
21.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
21.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
21.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
21.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
21.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
21.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
21.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
21.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
21.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
21.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
21.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
21.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
20.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
20.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
20.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
20.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
20.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
20.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
20.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
20.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
20.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
20.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
20.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
20.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
20.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
20.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
20.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
20.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
20.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
20.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
20.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
20.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
20.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
19.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
19.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
19.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
19.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
19.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
19.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
19.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
19.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
19.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
19.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
19.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
19.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
19.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
19.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
19.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
19.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
19.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
18.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
18.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
18.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
18.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
18.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
18.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
18.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
18.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
18.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
18.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
18.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
18.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
18.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
17.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
17.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
17.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
17.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
17.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
17.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
17.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
17.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
17.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
17.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
17.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
17.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
16.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
16.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
16.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
16.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
16.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
16.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
16.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
16.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
15.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
15.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
15.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
15.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
14.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
14.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
13.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
12.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
11.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
10.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
1.0
82157a70-12f1-4913-b548-d98881_D2
Normal
1.0
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.8
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.7
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.7
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.6
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.5
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.5
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.4
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.4
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.4
8cc7e656-0152-4359-8566-0581c3
Tumor
0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.3
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.3
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.3
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.3
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.3
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.3
43192517-085e-450e-9481-0a6713_D3
Tumor
0.3
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.2
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
b2400046-1d25-429d-a821-6040a6
Tumor
0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.0
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
963fc8db-f412-4427-a198-23f660_D2
Normal
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.0
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.5
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.5
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.5
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.6
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.6
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.7
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.7
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.8
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-1.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_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
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
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
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
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
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
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
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
