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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.
DENND1A 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
14.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
43.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
39.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
37.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
32.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
30.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
28.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
27.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
27.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
26.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
26.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
26.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
26.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
26.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
26.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
25.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
25.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
25.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
25.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
25.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
25.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
25.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
24.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
24.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
24.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
24.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
23.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
23.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
23.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
22.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
22.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
22.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
22.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
21.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
21.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
21.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
20.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
20.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
19.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
19.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
19.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
19.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
19.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
19.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
19.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
19.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
19.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
19.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
18.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
18.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
18.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
18.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
18.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
18.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
18.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
18.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
18.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
18.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
18.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
18.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
18.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
18.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
18.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
18.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
18.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
18.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
18.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
17.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
17.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
17.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
17.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
17.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
17.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
16.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
16.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
16.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
16.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
16.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
16.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
16.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
16.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
16.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
16.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
16.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
16.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
16.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
16.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
16.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
16.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
16.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
15.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
15.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
15.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
15.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
15.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
15.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
15.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
15.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
15.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
15.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
15.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
15.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
15.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
15.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
14.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
14.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
14.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
14.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
14.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
14.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
14.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
14.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
14.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
14.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
14.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
14.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
14.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
14.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
14.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
14.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
14.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
14.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
13.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
13.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
13.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
13.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
13.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
13.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
13.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
13.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
13.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
13.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
13.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
13.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
13.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
13.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
13.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
13.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
13.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
13.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
13.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
12.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
12.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
12.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
12.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
12.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
12.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
12.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
12.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
12.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
12.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
12.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
12.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
12.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
12.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
12.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
12.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
12.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
12.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
12.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
11.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
11.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
11.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
11.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
11.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
11.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
11.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
11.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
11.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
11.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
11.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
11.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
11.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
11.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
11.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
11.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
11.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
11.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
11.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
11.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
11.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
11.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
11.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
10.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
10.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
10.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
10.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
10.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
10.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
10.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
10.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
10.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
10.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
10.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
10.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
10.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
10.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
10.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
10.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
10.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
10.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
10.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
9.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
9.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
9.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
9.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
9.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
9.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
9.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
9.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
9.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
9.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
9.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
9.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
9.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
9.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
9.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
9.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
9.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
9.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
9.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
9.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
8.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
8.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
8.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
8.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
8.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
8.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
8.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
8.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
7.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
7.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
7.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
7.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
7.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
7.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
7.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
7.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
6.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
6.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
6.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
6.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
6.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
5.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 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.
DENND1A is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
24.6
Number of samples
486
Samples
Sample
Description
TPM
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
53.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
50.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
48.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
48.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
47.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
46.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
46.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
45.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
44.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
44.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
44.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
43.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
43.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
42.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
41.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
41.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
40.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
40.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
40.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
39.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
39.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
39.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
39.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
39.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
38.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
38.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
38.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
38.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
38.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
37.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
37.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
37.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
36.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
36.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
36.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
36.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
36.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
36.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
35.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
35.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
35.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
35.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
35.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
35.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
35.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
34.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
34.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
34.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
34.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
33.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
33.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
33.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
33.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
33.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
33.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
33.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
33.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
33.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
33.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
32.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
32.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
32.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
32.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
32.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
32.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
32.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
32.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
32.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
31.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
31.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
31.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
31.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
31.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
31.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
31.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
31.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
31.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
30.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
30.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
30.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
30.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
30.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
30.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
30.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
30.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
30.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
30.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
30.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
30.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
29.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
29.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
29.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
29.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
29.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
29.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
29.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
29.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
29.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
29.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
29.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
29.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
29.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
29.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
29.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
28.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
28.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
28.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
28.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
28.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
28.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
28.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
28.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
28.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
28.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
28.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
28.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
28.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
28.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
28.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
28.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
27.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
27.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
27.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
27.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
27.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
27.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
27.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
27.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
27.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
27.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
27.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
27.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
27.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
27.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
27.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
27.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
27.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
27.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
27.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
27.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
26.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
26.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
26.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
26.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
26.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
26.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
26.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
26.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
26.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
26.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
26.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
26.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
26.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
26.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
26.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
26.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
26.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
26.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
26.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
26.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
26.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
26.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
26.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
26.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
26.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
26.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
26.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
26.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
26.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
26.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
26.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
26.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
26.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
26.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
26.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
26.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
26.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
26.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
25.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
25.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
25.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
25.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
25.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
25.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
25.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
25.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
25.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
25.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
25.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
25.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
25.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
25.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
25.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
25.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
25.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
25.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
25.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
25.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
25.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
25.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
25.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
25.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
25.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
25.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
25.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
25.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
25.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
25.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
25.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
25.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
25.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
25.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
24.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
24.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
24.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
24.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
24.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
24.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
24.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
24.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
24.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
24.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
24.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
24.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
24.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
24.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
24.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
24.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
24.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
24.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
24.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
24.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
24.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
24.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
24.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
24.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
24.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
23.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
23.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
23.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
23.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
23.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
23.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
23.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
23.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
23.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
23.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
23.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
23.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
23.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
23.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
23.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
23.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
23.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
23.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
23.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
23.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
23.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
23.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
23.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
23.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
23.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
22.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
22.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
22.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
22.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
22.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
22.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
22.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
22.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
22.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
22.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
22.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
22.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
22.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
22.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
22.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
22.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
22.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
22.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
22.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
22.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
22.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
22.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
22.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
22.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
22.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
22.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
22.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
22.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
22.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
22.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
22.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
22.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
22.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
22.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
21.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
21.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
21.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
21.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
21.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
21.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
21.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
21.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
21.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
21.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
21.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
21.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
21.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
21.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
21.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
21.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
21.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
21.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
21.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
21.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
21.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
21.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
21.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
21.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
21.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
21.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
21.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
21.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
21.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
21.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
21.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
21.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
21.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
21.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
20.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
20.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
20.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
20.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
20.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
20.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
20.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
20.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
20.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
20.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
20.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
20.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
20.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
20.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
20.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
20.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
20.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
20.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
20.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
20.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
20.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
20.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
20.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
20.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
20.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
19.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
19.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
19.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
19.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
19.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
19.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
19.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
19.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
19.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
19.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
19.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
19.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
19.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
19.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
19.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
19.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
19.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
19.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
19.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
19.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
19.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
19.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
19.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
19.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
19.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
19.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
19.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
19.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
18.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
18.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
18.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
18.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
18.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
18.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
18.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
18.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
18.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
18.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
18.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
18.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
18.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
18.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
18.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
18.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
18.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
18.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
18.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
18.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
18.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
18.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
18.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
18.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
18.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
18.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
18.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
18.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
18.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
18.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
17.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
17.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
17.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
17.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
17.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
17.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
17.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
17.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
17.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
17.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
17.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
17.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
17.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
17.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
17.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
17.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
17.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
17.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
17.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
16.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
16.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
16.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
16.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
16.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
16.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
16.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
16.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
16.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
16.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
16.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
16.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
16.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
16.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
16.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
16.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
16.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
15.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
15.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
15.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
15.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
15.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
15.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
15.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
15.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
14.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
14.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
14.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
14.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
14.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
14.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
14.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
14.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
14.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
14.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
14.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
14.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
14.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
13.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
13.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
13.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
13.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
13.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
13.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
13.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
12.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
12.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
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.
DENND1A 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
14.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
27.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
26.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
26.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
25.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
25.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
25.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
24.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
24.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
23.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
22.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
22.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
22.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
21.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
20.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
19.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
19.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
19.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
19.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
18.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
18.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
18.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
18.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
18.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
18.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
17.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
17.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
17.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
17.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
16.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
16.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
16.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
16.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
16.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
16.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
15.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
15.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
15.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
15.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
15.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
14.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
14.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
14.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
14.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
13.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
13.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
13.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
13.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
13.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
12.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
12.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
12.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
12.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
12.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
11.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
11.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
11.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
11.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
11.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
11.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
11.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
11.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
10.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
10.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
10.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
10.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
10.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
10.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
10.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
10.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
9.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
9.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
9.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
9.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
9.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
9.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
8.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
8.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
8.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
8.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
8.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
7.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
7.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
7.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
7.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
6.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
DENND1A 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
22.6
Number of samples
207
Samples
Sample
Description
TPM
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
61.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
44.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
43.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
43.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
43.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
40.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
40.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
37.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
35.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
35.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
34.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
34.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
34.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
34.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
33.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
33.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
33.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
33.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
32.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
32.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
32.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
32.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
31.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
30.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
30.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
30.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
29.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
29.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
29.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
29.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
29.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
29.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
29.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
28.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
28.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
28.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
28.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
28.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
28.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
28.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
28.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
28.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
27.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
27.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
27.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
27.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
27.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
27.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
27.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
27.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
26.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
26.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
26.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
26.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
26.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
25.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
25.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
25.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
25.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
25.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
25.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
25.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
25.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
25.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
25.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
25.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
24.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
24.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
24.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
24.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
23.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
23.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
23.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
23.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
23.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
23.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
23.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
23.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
22.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
22.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
22.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
22.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
22.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
22.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
22.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
22.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
22.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
22.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
22.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
21.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
21.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
21.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
21.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
21.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
21.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
21.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
21.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
21.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
21.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
21.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
21.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
21.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
21.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
21.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
21.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
20.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
20.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
20.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
20.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
20.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
20.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
20.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
20.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
20.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
20.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
20.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
20.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
20.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
20.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
20.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
20.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
20.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
20.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
20.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
19.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
19.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
19.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
19.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
19.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
19.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
19.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
19.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
19.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
19.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
19.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
19.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
19.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
19.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
19.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
19.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
19.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
19.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
18.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
18.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
18.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
18.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
18.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
18.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
18.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
18.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
18.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
18.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
18.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
17.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
17.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
17.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
17.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
17.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
17.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
17.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
17.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
17.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
17.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
17.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
17.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
17.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
17.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
16.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
16.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
16.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
16.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
15.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
15.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
15.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
15.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
15.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
15.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
15.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
15.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
15.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
15.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
15.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
15.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
15.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
15.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
15.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
15.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
15.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
14.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
14.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
14.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
14.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
13.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
12.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
12.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
12.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
11.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
11.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
10.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
10.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
1.9
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
1.0
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.7
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.7
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.7
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.6
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.6
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.6
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.6
82157a70-12f1-4913-b548-d98881_D2
Normal
0.5
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.5
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.4
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.4
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.4
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.4
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.4
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.4
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.3
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.3
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.3
b2400046-1d25-429d-a821-6040a6
Tumor
0.3
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.3
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.3
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.0
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.3
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.3
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.4
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.4
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.4
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.4
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.4
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.4
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.5
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.5
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.6
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.6
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.7
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.7
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.7
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.8
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
