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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.
DENND3 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
6.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
33.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
25.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
16.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
15.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
14.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
13.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
13.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
13.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
13.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
12.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
11.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
11.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
11.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
11.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
11.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
11.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
11.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
11.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
10.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
10.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
10.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
10.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
10.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
10.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
10.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
10.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
9.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
9.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
9.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
9.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
9.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
9.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
9.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
9.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
9.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
9.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
9.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
9.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
8.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
8.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
8.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
8.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
8.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
8.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
8.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
8.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
8.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
8.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
8.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
8.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
8.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
8.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
8.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
8.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
8.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
7.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
7.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
7.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
7.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
7.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
7.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
7.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
7.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
7.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
7.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
7.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
7.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
7.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
7.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
7.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
7.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
7.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
7.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
6.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
6.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
6.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
6.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
6.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
6.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
6.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
6.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
6.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
6.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
6.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
6.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
6.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
6.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
6.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
6.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
6.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
6.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
6.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
6.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
6.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
6.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
6.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
6.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
6.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
6.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
6.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
6.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
6.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
5.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
5.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
5.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
5.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
5.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
5.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
5.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
5.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
5.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
5.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
5.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
5.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
5.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
5.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
5.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
5.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
5.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
5.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
5.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
5.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
5.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
5.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
5.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
5.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
5.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
5.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
5.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
5.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
5.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
5.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
5.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
5.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
5.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
5.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
5.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
5.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
5.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
4.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
4.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
4.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
4.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
4.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
4.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
4.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
4.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
4.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
4.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
4.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
4.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
4.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
4.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
4.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
4.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
4.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
4.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
4.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
4.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
4.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
4.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
4.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
4.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
4.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
4.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
4.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
4.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
4.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
4.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
4.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
4.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
4.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
4.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
3.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
3.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
3.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
3.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
3.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
3.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
3.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
3.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
3.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
3.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
3.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
3.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
3.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
3.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
3.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
3.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
3.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
3.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
3.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
3.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
3.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
3.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
3.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
3.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
3.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
3.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
3.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
3.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
3.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
3.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
3.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
2.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
2.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
2.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
2.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
2.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
2.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
2.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
2.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
2.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
2.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
2.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
2.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
2.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
2.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
2.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
2.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
2.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
2.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
2.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
2.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
2.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
2.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
2.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
2.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 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.
DENND3 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
19.3
Number of samples
486
Samples
Sample
Description
TPM
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
77.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
72.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
67.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
53.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
51.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
47.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
46.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
46.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
43.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
43.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
42.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
42.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
42.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
41.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
40.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
40.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
39.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
38.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
37.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
36.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
36.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
35.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
35.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
35.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
35.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
34.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
34.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
32.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
32.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
32.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
32.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
32.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
32.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
32.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
31.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
31.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
30.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
30.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
30.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
30.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
30.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
29.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
29.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
29.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
29.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
29.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
29.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
29.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
28.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
28.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
28.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
28.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
28.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
28.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
28.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
28.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
27.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
27.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
27.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
27.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
27.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
26.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
26.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
26.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
26.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
26.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
26.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
26.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
26.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
26.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
26.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
26.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
26.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
26.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
26.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
26.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
25.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
25.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
25.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
25.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
25.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
25.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
25.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
25.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
25.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
25.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
25.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
25.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
24.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
24.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
24.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
24.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
24.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
24.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
24.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
24.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
24.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
24.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
24.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
24.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
24.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
24.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
23.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
23.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
23.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
23.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
23.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
23.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
23.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
23.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
23.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
23.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
23.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
23.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
23.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
23.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
22.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
22.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
22.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
22.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
22.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
22.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
22.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
22.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
22.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
22.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
22.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
22.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
22.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
22.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
22.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
22.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
22.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
22.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
22.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
22.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
22.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
22.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
22.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
22.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
22.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
22.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
21.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
21.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
21.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
21.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
21.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
21.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
21.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
21.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
21.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
21.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
21.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
21.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
21.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
21.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
21.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
21.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
21.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
21.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
20.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
20.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
20.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
20.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
20.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
20.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
20.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
20.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
20.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
20.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
20.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
20.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
20.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
20.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
20.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
20.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
20.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
20.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
20.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
20.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
19.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
19.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
19.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
19.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
19.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
19.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
19.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
19.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
19.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
19.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
19.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
19.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
19.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
19.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
19.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
19.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
19.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
19.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
19.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
19.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
19.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
19.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
19.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
18.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
18.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
18.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
18.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
18.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
18.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
18.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
18.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
18.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
18.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
18.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
18.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
18.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
18.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
18.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
18.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
18.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
18.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
18.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
18.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
18.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
18.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
18.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
18.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
17.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
17.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
17.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
17.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
17.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
17.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
17.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
17.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
17.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
17.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
17.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
17.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
17.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
17.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
17.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
17.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
17.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
17.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
17.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
17.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
17.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
17.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
17.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
17.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
17.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
17.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
17.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
17.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
17.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
17.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
17.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
16.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
16.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
16.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
16.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
16.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
16.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
16.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
16.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
16.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
16.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
16.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
16.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
16.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
16.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
16.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
16.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
16.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
16.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
16.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
16.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
16.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
16.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
16.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
16.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
16.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
16.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
15.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
15.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
15.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
15.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
15.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
15.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
15.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
15.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
15.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
15.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
15.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
15.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
15.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
15.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
15.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
15.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
15.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
15.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
15.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
15.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
15.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
15.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
15.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
15.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
15.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
15.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
15.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
15.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
15.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
15.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
15.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
15.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
15.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
15.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
15.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
15.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
15.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
15.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
14.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
14.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
14.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
14.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
14.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
14.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
14.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
14.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
14.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
14.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
14.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
14.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
14.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
14.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
14.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
14.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
14.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
14.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
14.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
14.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
14.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
14.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
14.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
14.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
14.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
14.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
13.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
13.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
13.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
13.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
13.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
13.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
13.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
13.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
13.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
13.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
13.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
13.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
13.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
13.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
13.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
13.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
13.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
13.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
13.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
13.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
13.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
13.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
13.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
13.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
13.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
13.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
13.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
13.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
13.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
13.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
13.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
13.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
13.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
13.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
13.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
13.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
13.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
13.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
13.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
13.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
13.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
12.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
12.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
12.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
12.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
12.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
12.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
12.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
12.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
12.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
12.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
12.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
12.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
12.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
12.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
12.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
12.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
12.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
12.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
12.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
12.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
12.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
12.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
12.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
12.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
12.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
12.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
12.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
11.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
11.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
11.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
11.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
11.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
11.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
11.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
11.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
11.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
11.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
11.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
11.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
11.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
11.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
11.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
11.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
11.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
11.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
11.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
11.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
11.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
10.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
10.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
10.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
10.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
10.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
10.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
10.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
10.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
10.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
10.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
10.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
10.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
10.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
9.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
9.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
9.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
9.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
9.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
9.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
9.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
9.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
9.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
9.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
9.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
9.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
9.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
9.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
8.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
8.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
8.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
8.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
8.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
8.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
8.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
6.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
5.2
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.
DENND3 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
5.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
13.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
11.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
10.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
10.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
9.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
9.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
9.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
9.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
8.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
8.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
8.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
8.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
7.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
7.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
7.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
7.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
7.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
7.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
6.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
6.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
6.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
6.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
6.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
6.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
6.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
6.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
6.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
6.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
6.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
6.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
6.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
6.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
6.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
6.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
5.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
5.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
5.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
5.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
5.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
5.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
5.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
5.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
5.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
5.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
5.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
5.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
5.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
5.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
5.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
5.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
4.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
4.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
4.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
4.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
4.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
4.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
4.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
3.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
3.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
3.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
3.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
3.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
3.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
3.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
3.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
3.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
3.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
3.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
3.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
3.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
3.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
2.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
2.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
2.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
2.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
2.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
2.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
2.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 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.
DENND3 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
18.0
Number of samples
207
Samples
Sample
Description
TPM
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
47.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
44.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
43.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
42.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
40.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
39.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
36.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
36.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
36.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
33.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
32.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
31.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
31.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
30.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
30.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
30.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
29.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
29.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
28.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
28.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
28.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
27.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
26.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
26.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
26.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
26.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
26.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
26.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
25.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
25.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
25.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
25.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
25.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
24.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
24.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
23.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
23.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
23.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
23.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
23.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
23.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
23.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
23.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
22.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
22.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
22.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
22.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
22.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
22.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
21.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
21.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
21.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
21.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
21.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
20.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
20.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
20.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
20.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
20.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
20.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
20.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
20.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
20.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
20.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
19.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
19.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
19.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
19.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
19.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
18.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
18.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
18.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
18.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
18.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
18.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
18.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
18.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
18.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
18.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
18.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
18.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
18.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
18.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
18.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
17.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
17.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
17.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
17.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
17.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
17.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
17.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
17.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
17.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
17.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
17.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
16.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
16.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
16.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
16.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
16.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
16.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
16.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
16.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
16.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
16.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
15.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
15.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
15.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
15.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
15.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
15.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
15.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
15.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
15.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
15.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
15.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
15.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
15.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
15.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
15.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
15.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
15.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
14.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
14.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
14.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
14.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
14.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
14.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
14.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
14.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
14.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
14.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
14.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
14.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
14.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
13.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
13.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
13.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
13.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
13.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
13.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
13.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
13.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
13.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
13.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
13.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
13.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
13.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
13.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
12.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
12.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
12.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
12.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
12.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
12.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
12.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
12.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
12.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
12.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
12.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
12.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
12.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
12.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
12.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
12.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
12.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
11.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
11.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
11.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
11.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
11.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
11.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
11.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
11.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
11.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
11.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
11.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
11.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
11.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
11.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
10.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
10.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
10.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
10.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
10.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
10.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
10.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
10.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
9.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
9.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
9.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
9.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
9.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
9.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
8.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
8.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
8.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
7.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
7.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
6.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
4.7
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.9
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.8
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.7
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.7
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.7
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.7
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.7
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.7
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.6
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.6
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.6
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.6
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.6
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.6
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.6
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.6
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.6
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.6
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.5
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.5
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.5
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.5
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.5
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.5
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.5
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.5
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.4
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.4
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.4
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.4
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.4
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.4
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.4
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.4
41a04113-2061-4923-bca5-da586c_D2
Normal
0.4
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.4
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.4
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.4
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.4
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.4
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.3
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.3
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.3
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.3
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.3
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.3
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.3
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.1
b2400046-1d25-429d-a821-6040a6
Tumor
0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.0
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.0
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.0
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.0
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.0
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.0
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.0
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.0
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.0
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.0
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.0
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.0
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.0
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.0
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.3
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.3
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.3
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.3
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.3
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.3
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.3
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.4
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.4
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.4
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.4
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.4
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.4
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.4
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.5
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.5
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.5
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.5
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.5
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.5
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.5
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.6
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.7
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.7
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.7
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.8
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.8
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.9
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-1.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-1.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-1.1
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_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.
The Human Protein Atlas project is funded
