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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.
TENT4A 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
6.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
14.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
13.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
13.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
13.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
13.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
13.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
12.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
12.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
12.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
12.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
12.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
11.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
11.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
11.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
11.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
10.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
10.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
10.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
10.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
10.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
10.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
10.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
9.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
9.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
9.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
9.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
9.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
9.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
9.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
9.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
9.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
9.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
9.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
9.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
9.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
9.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
9.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
9.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
8.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
8.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
8.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
8.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
8.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
8.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
8.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
8.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
8.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
8.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
8.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
8.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
8.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
8.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
8.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
8.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
8.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
8.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
8.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
8.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
8.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
8.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
8.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
8.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
8.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
8.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
8.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
8.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
7.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
7.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
7.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
7.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
7.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
7.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
7.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
7.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
7.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
7.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
7.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
7.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
7.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
7.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
7.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
7.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
7.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
7.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
7.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
7.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
7.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
7.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
7.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
7.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
7.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
7.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
7.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
7.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
7.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
7.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
7.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
7.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
7.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
7.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
7.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
7.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
7.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
7.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
7.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
7.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
7.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
7.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
7.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
7.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
7.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
7.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
7.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
7.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
6.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
6.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
6.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
6.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
6.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
6.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
6.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
6.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
6.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
6.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
6.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
6.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
6.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
6.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
6.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
6.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
6.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
6.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
6.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
6.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
6.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
6.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
6.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
6.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
6.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
6.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
6.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
6.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
6.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
6.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
6.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
6.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
6.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
6.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
6.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
6.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
6.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
6.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
6.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
6.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
6.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
6.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
6.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
5.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
5.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
5.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
5.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
5.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
5.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
5.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
5.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
5.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
5.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
5.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
5.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
5.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
5.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
5.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
5.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
5.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
5.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
5.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
5.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
5.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
5.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
5.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
5.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
5.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
5.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
5.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
5.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
5.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
5.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
5.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
5.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
5.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
5.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
4.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
4.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
4.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
4.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
4.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
4.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
4.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
4.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
4.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
4.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
4.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
4.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
4.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
4.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
4.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
4.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
4.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
4.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
4.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
4.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
4.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
4.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
4.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
4.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
4.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
4.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
4.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
4.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
4.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
3.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
3.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
3.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
3.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
3.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
3.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
3.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 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.
TENT4A 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
19.7
Number of samples
486
Samples
Sample
Description
TPM
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
41.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
36.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
35.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
35.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
34.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
33.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
32.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
31.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
31.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
31.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
31.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
30.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
30.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
30.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
30.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
30.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
30.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
29.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
29.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
29.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
29.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
29.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
29.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
29.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
28.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
28.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
28.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
28.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
28.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
28.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
28.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
28.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
28.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
27.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
27.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
27.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
27.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
27.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
27.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
27.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
27.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
27.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
27.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
27.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
27.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
27.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
27.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
26.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
26.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
26.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
26.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
26.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
26.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
26.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
26.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
26.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
25.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
25.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
25.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
25.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
25.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
25.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
25.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
25.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
25.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
25.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
25.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
25.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
25.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
25.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
25.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
25.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
25.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
25.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
25.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
25.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
24.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
24.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
24.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
24.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
24.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
24.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
24.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
24.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
24.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
24.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
24.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
24.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
24.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
24.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
24.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
24.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
23.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
23.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
23.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
23.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
23.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
23.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
23.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
23.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
23.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
23.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
23.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
23.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
23.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
23.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
23.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
23.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
23.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
23.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
23.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
23.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
23.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
23.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
22.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
22.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
22.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
22.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
22.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
22.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
22.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
22.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
22.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
22.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
22.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
22.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
22.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
22.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
22.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
22.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
22.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
22.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
22.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
22.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
22.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
22.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
22.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
22.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
22.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
22.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
22.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
22.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
21.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
21.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
21.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
21.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
21.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
21.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
21.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
21.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
21.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
21.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
21.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
21.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
21.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
21.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
21.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
21.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
21.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
21.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
21.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
21.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
21.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
21.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
21.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
21.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
21.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
21.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
21.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
20.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
20.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
20.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
20.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
20.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
20.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
20.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
20.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
20.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
20.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
20.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
20.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
20.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
20.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
20.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
20.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
20.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
20.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
20.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
20.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
20.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
20.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
20.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
20.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
20.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
20.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
20.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
20.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
20.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
20.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
20.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
20.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
20.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
20.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
20.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
20.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
20.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
20.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
20.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
20.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
19.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
19.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
19.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
19.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
19.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
19.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
19.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
19.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
19.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
19.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
19.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
19.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
19.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
19.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
19.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
19.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
19.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
19.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
19.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
19.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
19.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
19.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
19.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
19.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
19.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
19.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
19.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
19.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
19.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
19.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
19.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
19.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
19.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
19.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
18.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
18.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
18.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
18.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
18.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
18.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
18.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
18.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
18.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
18.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
18.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
18.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
18.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
18.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
18.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
18.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
18.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
18.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
18.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
18.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
18.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
18.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
18.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
18.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
18.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
18.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
18.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
18.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
18.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
18.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
18.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
18.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
18.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
18.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
18.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
18.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
18.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
18.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
18.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
18.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
18.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
18.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
18.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
18.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
17.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
17.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
17.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
17.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
17.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
17.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
17.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
17.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
17.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
17.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
17.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
17.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
17.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
17.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
17.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
17.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
17.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
17.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
17.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
17.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
17.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
17.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
17.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
17.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
17.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
17.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
17.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
17.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
17.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
17.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
17.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
17.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
17.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
17.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
17.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
17.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
17.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
17.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
17.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
17.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
17.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
17.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
17.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
17.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
17.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
17.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
17.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
17.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
17.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
17.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
17.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
16.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
16.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
16.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
16.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
16.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
16.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
16.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
16.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
16.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
16.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
16.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
16.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
16.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
16.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
16.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
16.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
16.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
16.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
16.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
16.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
16.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
16.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
16.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
16.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
16.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
16.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
16.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
16.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
16.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
16.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
16.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
16.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
16.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
16.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
16.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
16.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
16.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
16.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
16.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
16.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
15.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
15.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
15.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
15.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
15.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
15.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
15.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
15.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
15.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
15.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
15.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
15.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
15.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
15.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
15.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
15.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
15.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
15.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
15.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
15.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
15.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
15.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
15.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
15.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
15.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
14.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
14.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
14.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
14.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
14.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
14.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
14.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
14.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
14.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
14.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
14.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
14.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
14.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
14.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
14.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
14.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
14.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
14.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
14.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
14.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
14.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
14.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
14.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
14.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
14.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
14.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
14.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
14.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
14.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
13.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
13.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
13.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
13.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
13.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
13.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
13.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
13.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
13.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
13.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
13.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
13.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
13.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
13.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
13.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
13.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
13.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
13.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
13.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
13.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
12.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
12.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
12.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
12.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
12.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
12.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
12.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
12.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
12.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
12.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
12.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
11.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
11.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
11.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
11.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
11.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
11.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
11.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
11.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
10.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
10.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
10.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
10.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
10.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
8.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.9
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.
TENT4A 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
6.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
15.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
14.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
12.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
11.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
11.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
11.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
10.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
9.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
9.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
9.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
9.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
9.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
9.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
9.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
9.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
9.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
9.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
9.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
9.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
8.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
8.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
8.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
8.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
7.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
7.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
7.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
7.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
7.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
7.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
7.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
7.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
7.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
7.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
7.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
7.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
7.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
7.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
7.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
7.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
6.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
6.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
6.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
6.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
6.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
6.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
6.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
6.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
6.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
6.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
6.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
6.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
6.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
6.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
6.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
6.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
5.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
5.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
5.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
5.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
5.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
5.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
5.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
5.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
5.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
5.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
5.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
5.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
4.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
4.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
4.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
4.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
4.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
4.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
4.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
3.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
3.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
3.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.4
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.
TENT4A 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
19.5
Number of samples
207
Samples
Sample
Description
TPM
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
37.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
35.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
33.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
32.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
32.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
31.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
31.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
30.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
30.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
30.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
29.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
27.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
27.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
26.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
26.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
26.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
26.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
26.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
25.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
25.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
25.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
25.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
25.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
24.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
24.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
24.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
24.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
24.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
24.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
24.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
24.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
24.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
24.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
23.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
23.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
23.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
23.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
23.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
23.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
22.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
22.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
22.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
22.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
22.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
22.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
22.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
22.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
22.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
22.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
22.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
22.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
22.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
21.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
21.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
21.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
21.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
21.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
21.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
21.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
21.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
21.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
21.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
21.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
21.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
21.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
21.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
21.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
21.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
21.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
21.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
21.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
21.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
20.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
20.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
20.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
20.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
20.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
20.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
20.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
20.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
20.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
20.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
20.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
19.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
19.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
19.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
19.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
19.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
19.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
19.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
19.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
19.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
19.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
19.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
19.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
19.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
19.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
19.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
19.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
19.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
19.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
19.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
19.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
19.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
19.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
19.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
19.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
19.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
18.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
18.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
18.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
18.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
18.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
18.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
18.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
18.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
18.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
18.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
18.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
18.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
18.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
18.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
18.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
17.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
17.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
17.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
17.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
17.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
17.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
17.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
17.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
17.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
17.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
17.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
17.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
17.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
17.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
17.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
17.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
17.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
17.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
17.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
17.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
16.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
16.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
16.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
16.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
16.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
16.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
16.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
16.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
16.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
16.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
16.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
16.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
16.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
16.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
16.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
15.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
15.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
15.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
15.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
15.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
15.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
15.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
15.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
15.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
15.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
15.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
15.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
15.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
15.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
14.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
14.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
14.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
14.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
14.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
14.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
14.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
14.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
14.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
14.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
14.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
14.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
14.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
13.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
13.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
13.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
13.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
13.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
12.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
12.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
12.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
12.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
12.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
12.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
12.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
12.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
12.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
11.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
11.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
10.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
9.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.