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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.
DEF6 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
12.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
32.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
31.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
27.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
26.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
26.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
24.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
24.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
22.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
22.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
21.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
21.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
21.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
21.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
21.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
21.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
21.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
20.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
20.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
20.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
20.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
19.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
19.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
19.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
19.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
19.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
19.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
19.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
18.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
18.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
18.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
17.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
17.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
17.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
17.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
17.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
17.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
17.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
16.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
16.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
16.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
16.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
16.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
16.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
16.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
16.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
15.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
15.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
15.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
15.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
15.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
15.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
15.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
15.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
15.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
15.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
15.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
15.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
15.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
15.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
15.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
14.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
14.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
14.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
14.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
14.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
14.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
14.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
14.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
14.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
14.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
14.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
14.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
14.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
14.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
14.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
14.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
13.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
13.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
13.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
13.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
13.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
13.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
13.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
13.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
13.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
13.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
13.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
13.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
13.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
13.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
13.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
13.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
13.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
13.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
13.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
13.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
13.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
13.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
13.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
12.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
12.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
12.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
12.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
12.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
12.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
12.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
12.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
12.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
12.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
12.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
12.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
12.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
12.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
12.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
12.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
12.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
12.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
12.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
12.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
12.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
12.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
12.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
11.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
11.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
11.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
11.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
11.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
11.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
11.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
11.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
11.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
11.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
11.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
11.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
11.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
11.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
11.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
11.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
11.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
11.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
11.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
11.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
11.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
10.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
10.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
10.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
10.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
10.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
10.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
10.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
10.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
10.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
10.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
10.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
10.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
10.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
10.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
10.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
10.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
9.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
9.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
9.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
9.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
9.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
9.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
9.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
9.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
9.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
9.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
9.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
9.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
9.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
9.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
9.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
9.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
9.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
8.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
8.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
8.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
8.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
8.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
8.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
8.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
8.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
8.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
8.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
8.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
8.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
8.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
8.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
8.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
8.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
8.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
8.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
8.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
8.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
8.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
8.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
8.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
7.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
7.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
7.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
7.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
7.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
7.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
7.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
7.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
7.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
7.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
7.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
7.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
7.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
7.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
7.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
7.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
7.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
7.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
7.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
7.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
6.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
6.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
6.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
6.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
6.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
6.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
6.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
6.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
6.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
6.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
6.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
6.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
5.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
5.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
5.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
5.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
5.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
5.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
4.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
4.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
4.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
4.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
4.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
4.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
4.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
4.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
4.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 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.
DEF6 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
12.0
Number of samples
486
Samples
Sample
Description
TPM
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
45.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
29.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
28.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
27.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
26.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
25.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
25.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
23.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
23.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
22.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
22.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
22.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
22.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
21.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
20.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
20.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
20.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
19.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
19.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
19.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
19.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
19.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
19.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
19.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
18.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
18.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
18.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
18.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
18.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
18.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
18.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
18.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
18.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
17.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
17.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
17.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
17.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
17.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
17.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
17.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
17.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
17.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
17.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
17.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
17.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
17.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
17.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
16.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
16.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
16.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
16.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
16.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
16.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
16.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
16.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
16.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
16.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
16.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
16.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
16.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
16.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
16.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
16.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
16.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
16.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
16.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
15.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
15.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
15.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
15.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
15.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
15.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
15.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
15.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
15.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
15.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
15.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
15.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
15.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
15.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
15.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
15.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
15.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
15.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
15.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
15.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
15.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
15.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
15.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
15.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
15.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
15.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
15.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
15.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
14.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
14.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
14.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
14.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
14.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
14.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
14.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
14.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
14.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
14.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
14.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
14.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
14.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
14.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
14.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
14.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
14.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
14.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
14.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
14.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
14.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
14.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
14.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
14.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
14.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
14.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
14.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
14.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
14.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
14.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
14.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
14.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
14.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
14.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
13.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
13.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
13.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
13.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
13.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
13.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
13.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
13.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
13.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
13.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
13.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
13.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
13.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
13.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
13.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
13.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
13.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
13.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
13.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
13.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
13.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
13.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
13.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
13.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
13.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
13.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
13.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
13.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
13.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
13.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
13.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
13.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
13.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
13.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
13.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
13.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
13.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
13.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
13.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
13.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
13.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
13.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
13.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
13.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
13.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
13.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
13.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
13.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
12.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
12.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
12.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
12.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
12.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
12.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
12.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
12.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
12.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
12.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
12.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
12.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
12.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
12.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
12.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
12.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
12.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
12.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
12.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
12.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
12.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
12.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
12.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
12.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
12.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
12.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
12.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
12.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
12.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
12.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
12.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
12.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
12.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
12.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
12.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
12.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
12.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
12.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
12.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
12.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
12.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
12.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
12.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
12.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
12.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
12.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
12.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
12.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
12.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
12.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
12.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
12.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
12.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
12.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
12.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
12.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
11.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
11.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
11.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
11.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
11.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
11.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
11.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
11.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
11.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
11.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
11.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
11.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
11.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
11.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
11.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
11.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
11.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
11.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
11.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
11.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
11.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
11.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
11.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
11.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
11.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
11.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
11.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
11.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
11.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
11.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
11.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
11.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
11.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
11.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
11.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
11.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
11.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
11.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
11.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
11.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
11.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
11.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
11.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
11.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
11.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
11.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
11.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
11.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
11.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
10.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
10.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
10.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
10.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
10.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
10.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
10.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
10.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
10.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
10.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
10.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
10.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
10.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
10.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
10.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
10.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
10.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
10.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
10.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
10.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
10.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
10.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
10.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
10.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
10.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
10.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
10.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
10.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
10.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
10.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
10.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
10.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
10.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
10.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
10.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
10.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
10.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
10.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
10.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
10.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
10.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
10.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
10.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
10.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
10.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
10.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
10.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
10.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
10.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
10.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
9.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
9.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
9.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
9.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
9.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
9.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
9.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
9.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
9.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
9.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
9.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
9.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
9.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
9.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
9.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
9.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
9.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
9.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
9.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
9.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
9.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
9.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
9.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
9.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
9.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
9.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
9.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
9.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
9.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
9.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
9.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
9.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
9.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
9.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
9.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
9.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
9.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
9.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
9.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
9.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
9.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
9.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
9.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
9.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
9.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
9.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
9.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
8.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
8.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
8.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
8.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
8.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
8.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
8.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
8.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
8.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
8.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
8.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
8.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
8.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
8.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
8.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
8.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
8.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
8.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
8.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
8.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
8.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
8.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
8.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
8.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
8.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
8.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
8.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
8.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
8.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
8.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
8.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
8.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
8.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
7.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
7.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
7.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
7.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
7.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
7.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
7.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
7.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
7.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
7.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
7.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
7.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
7.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
7.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
7.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
7.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
7.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
7.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
7.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
7.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
7.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
7.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
7.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
7.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
7.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
6.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
6.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
6.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
6.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
6.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
6.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
6.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
6.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
6.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
6.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
6.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
6.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
6.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
6.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
6.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
6.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
5.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
5.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
5.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
5.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
5.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
5.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
4.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
4.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
4.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
4.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
4.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
4.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
4.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
4.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
4.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
4.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
3.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
3.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
2.2
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.
DEF6 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
10.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
21.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
19.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
18.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
18.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
17.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
16.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
16.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
15.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
15.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
14.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
14.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
14.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
13.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
13.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
13.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
13.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
13.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
13.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
12.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
12.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
12.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
12.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
12.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
12.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
12.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
12.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
12.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
11.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
11.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
11.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
11.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
11.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
11.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
11.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
11.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
11.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
10.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
10.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
10.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
10.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
10.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
10.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
10.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
10.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
10.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
10.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
10.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
9.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
9.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
9.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
9.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
9.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
9.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
8.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
8.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
8.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
8.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
8.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
7.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
7.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
7.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
7.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
7.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
7.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
7.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
7.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
7.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
7.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
6.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
6.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
6.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
6.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
6.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
6.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
6.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
5.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
5.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
5.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
5.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
5.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
5.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
5.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
4.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
3.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 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.
DEF6 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
11.1
Number of samples
207
Samples
Sample
Description
TPM
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
22.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
20.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
19.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
19.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
19.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
19.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
18.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
18.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
17.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
17.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
17.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
16.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
16.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
16.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
16.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
16.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
16.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
16.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
16.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
16.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
15.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
15.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
15.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
15.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
15.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
15.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
15.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
14.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
14.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
14.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
14.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
14.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
14.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
14.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
14.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
13.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
13.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
13.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
13.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
13.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
13.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
13.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
13.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
13.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
13.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
13.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
13.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
13.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
13.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
13.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
13.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
13.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
13.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
13.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
12.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
12.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
12.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
12.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
12.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
12.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
12.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
12.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
12.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
12.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
12.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
12.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
12.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
12.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
12.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
12.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
12.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
12.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
12.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
12.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
12.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
12.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
12.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
11.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
11.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
11.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
11.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
11.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
11.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
11.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
11.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
11.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
11.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
11.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
11.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
11.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
11.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
11.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
11.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
11.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
11.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
11.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
11.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
11.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
11.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
10.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
10.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
10.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
10.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
10.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
10.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
10.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
10.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
10.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
10.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
10.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
10.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
10.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
10.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
10.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
10.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
10.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
10.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
10.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
10.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
10.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
10.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
10.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
10.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
10.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
10.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
9.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
9.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
9.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
9.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
9.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
9.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
9.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
9.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
9.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
9.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
9.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
9.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
9.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
9.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
9.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
9.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
9.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
9.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
8.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
8.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
8.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
8.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
8.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
8.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
8.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
8.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
8.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
8.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
8.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
8.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
8.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
8.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
8.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
8.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
8.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
7.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
7.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
7.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
7.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
7.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
7.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
7.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
7.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
7.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
7.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
7.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
7.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
7.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
7.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
7.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
7.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
7.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
7.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
6.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
6.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
6.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
6.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
6.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
6.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
6.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
5.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
5.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
5.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
5.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
5.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
5.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
5.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
5.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
5.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
5.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
5.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
5.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
4.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
1.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
1.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
1.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
1.0
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.8
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.7
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.6
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.6
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.5
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.5
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.5
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.5
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.5
b2400046-1d25-429d-a821-6040a6
Tumor
0.5
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.5
1c070992-647b-4173-a481-904c4d_D2
Normal
0.5
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.4
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.4
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.4
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.4
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.4
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.4
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.4
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.4
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.4
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.3
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.3
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.3
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.3
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.3
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.3
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.3
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.3
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.3
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.3
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.3
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.0
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.0
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.0
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.0
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.0
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.0
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.0
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.0
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.0
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.0
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.0
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.0
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.0
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.0
82157a70-12f1-4913-b548-d98881_D2
Normal
0.0
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.0
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.2
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.2
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.3
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.3
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.3
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.4
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.4
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.4
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.4
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.5
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.5
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.5
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.5
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.5
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.5
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.5
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.5
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.5
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.5
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.5
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.6
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.6
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.6
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.6
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.6
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.6
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.7
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.8
47d2a435-b203-4438-ae72-53c424_D2
Normal
-1.6
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
