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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.
DOLPP1 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
14.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
39.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
33.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
31.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
30.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
29.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
28.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
27.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
27.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
25.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
24.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
24.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
24.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
24.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
24.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
23.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
23.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
23.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
23.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
22.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
22.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
22.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
22.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
21.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
21.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
21.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
21.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
21.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
21.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
20.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
20.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
20.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
20.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
20.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
20.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
20.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
20.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
20.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
19.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
19.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
19.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
19.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
19.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
19.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
19.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
19.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
19.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
19.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
18.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
18.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
18.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
18.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
18.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
18.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
18.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
17.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
17.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
17.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
17.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
17.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
17.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
17.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
17.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
17.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
16.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
16.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
16.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
16.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
16.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
16.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
16.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
16.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
16.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
16.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
16.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
16.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
16.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
16.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
16.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
16.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
16.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
16.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
15.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
15.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
15.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
15.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
15.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
15.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
15.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
15.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
15.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
15.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
15.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
15.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
15.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
15.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
15.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
14.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
14.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
14.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
14.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
14.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
14.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
14.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
14.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
14.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
14.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
14.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
14.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
14.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
14.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
14.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
14.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
14.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
14.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
14.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
13.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
13.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
13.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
13.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
13.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
13.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
13.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
13.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
13.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
13.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
13.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
13.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
13.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
13.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
13.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
13.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
13.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
13.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
12.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
12.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
12.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
12.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
12.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
12.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
12.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
12.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
12.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
12.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
12.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
12.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
12.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
12.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
12.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
12.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
12.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
12.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
12.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
12.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
12.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
12.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
12.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
12.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
12.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
12.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
12.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
11.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
11.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
11.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
11.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
11.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
11.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
11.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
11.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
11.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
11.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
11.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
11.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
11.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
11.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
11.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
11.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
11.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
11.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
11.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
11.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
11.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
11.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
11.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
11.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
11.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
10.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
10.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
10.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
10.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
10.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
10.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
10.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
10.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
10.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
10.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
10.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
10.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
10.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
10.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
10.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
10.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
10.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
10.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
10.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
10.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
10.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
9.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
9.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
9.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
9.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
9.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
9.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
9.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
9.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
9.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
9.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
8.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
8.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
8.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
8.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
8.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
8.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
8.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
8.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
8.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
7.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
7.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
7.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
7.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
6.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
6.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
6.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
6.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
6.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
5.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
5.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
5.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
4.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
4.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
4.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
4.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
4.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
3.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
3.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
1.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
1.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
1.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 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.
DOLPP1 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
15.8
Number of samples
486
Samples
Sample
Description
TPM
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
47.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
39.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
36.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
31.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
29.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
29.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
28.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
28.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
28.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
28.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
27.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
27.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
27.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
27.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
26.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
25.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
25.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
25.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
24.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
24.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
24.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
24.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
24.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
24.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
24.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
24.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
24.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
24.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
23.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
23.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
23.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
23.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
23.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
23.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
22.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
22.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
22.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
22.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
22.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
22.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
22.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
22.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
22.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
22.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
22.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
22.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
22.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
22.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
21.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
21.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
21.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
21.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
21.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
21.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
21.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
21.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
21.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
21.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
21.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
21.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
21.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
21.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
21.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
21.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
20.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
20.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
20.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
20.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
20.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
20.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
20.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
20.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
20.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
20.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
20.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
20.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
20.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
20.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
20.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
20.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
20.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
20.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
20.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
20.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
20.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
20.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
19.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
19.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
19.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
19.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
19.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
19.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
19.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
19.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
19.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
19.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
19.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
19.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
19.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
19.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
19.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
19.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
19.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
19.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
18.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
18.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
18.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
18.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
18.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
18.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
18.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
18.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
18.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
18.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
18.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
18.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
18.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
18.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
18.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
18.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
18.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
18.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
18.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
18.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
18.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
18.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
18.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
18.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
18.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
18.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
18.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
18.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
18.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
18.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
18.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
18.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
18.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
17.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
17.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
17.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
17.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
17.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
17.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
17.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
17.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
17.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
17.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
17.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
17.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
17.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
17.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
17.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
17.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
17.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
17.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
17.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
17.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
17.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
17.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
17.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
17.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
17.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
17.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
17.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
17.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
17.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
17.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
17.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
17.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
17.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
17.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
17.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
17.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
17.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
17.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
16.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
16.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
16.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
16.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
16.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
16.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
16.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
16.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
16.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
16.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
16.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
16.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
16.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
16.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
16.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
16.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
16.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
16.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
16.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
16.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
16.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
16.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
16.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
16.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
16.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
16.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
16.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
16.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
16.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
16.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
16.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
16.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
16.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
16.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
16.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
16.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
16.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
16.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
16.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
16.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
16.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
16.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
15.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
15.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
15.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
15.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
15.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
15.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
15.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
15.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
15.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
15.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
15.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
15.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
15.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
15.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
15.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
15.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
15.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
15.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
15.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
15.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
15.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
15.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
15.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
15.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
15.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
15.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
15.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
15.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
15.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
15.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
15.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
15.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
15.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
15.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
15.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
15.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
15.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
15.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
15.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
15.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
15.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
15.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
15.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
15.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
15.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
15.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
15.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
15.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
15.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
15.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
14.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
14.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
14.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
14.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
14.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
14.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
14.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
14.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
14.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
14.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
14.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
14.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
14.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
14.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
14.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
14.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
14.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
14.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
14.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
14.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
14.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
14.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
14.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
14.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
14.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
14.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
14.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
14.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
14.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
14.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
14.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
14.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
14.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
14.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
14.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
14.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
14.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
14.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
14.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
14.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
14.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
14.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
14.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
14.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
14.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
14.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
13.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
13.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
13.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
13.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
13.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
13.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
13.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
13.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
13.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
13.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
13.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
13.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
13.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
13.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
13.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
13.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
13.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
13.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
13.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
13.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
13.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
13.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
13.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
13.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
13.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
13.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
13.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
13.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
13.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
13.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
13.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
13.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
13.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
13.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
13.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
13.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
13.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
13.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
13.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
13.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
12.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
12.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
12.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
12.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
12.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
12.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
12.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
12.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
12.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
12.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
12.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
12.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
12.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
12.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
12.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
12.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
12.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
12.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
12.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
12.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
12.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
12.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
12.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
12.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
12.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
12.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
12.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
12.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
11.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
11.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
11.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
11.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
11.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
11.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
11.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
11.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
11.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
11.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
11.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
11.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
11.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
11.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
11.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
11.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
11.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
11.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
11.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
10.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
10.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
10.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
10.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
10.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
10.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
10.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
10.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
10.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
10.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
10.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
10.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
10.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
10.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
10.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
10.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
10.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
9.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
9.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
9.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
9.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
9.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
9.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
9.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
9.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
9.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
9.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
9.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
9.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
9.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
9.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
8.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
8.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
8.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
8.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
8.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
8.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
8.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
8.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
8.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
8.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
8.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
8.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
7.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
7.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
7.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
7.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
7.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
7.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
7.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
6.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
6.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
6.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
6.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
6.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
5.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
5.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
5.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
5.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
5.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
5.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
5.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
4.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
3.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
3.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
2.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
2.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
2.1
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.
DOLPP1 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
14.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
28.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
26.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
26.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
26.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
26.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
24.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
23.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
23.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
23.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
22.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
21.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
20.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
20.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
20.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
19.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
19.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
19.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
19.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
18.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
17.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
17.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
17.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
17.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
17.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
17.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
17.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
17.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
17.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
17.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
16.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
16.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
16.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
16.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
16.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
16.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
15.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
15.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
15.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
15.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
15.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
15.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
15.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
15.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
15.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
14.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
14.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
14.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
14.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
13.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
13.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
13.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
13.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
13.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
12.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
12.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
12.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
12.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
12.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
12.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
11.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
11.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
11.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
11.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
11.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
11.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
11.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
11.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
10.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
10.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
10.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
10.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
10.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
9.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
9.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
9.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
9.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
9.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
8.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
8.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
8.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
7.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
7.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
7.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
5.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
4.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.9
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.
DOLPP1 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
13.9
Number of samples
207
Samples
Sample
Description
TPM
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
39.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
37.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
28.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
27.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
27.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
26.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
23.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
22.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
22.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
22.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
22.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
21.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
21.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
21.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
20.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
20.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
20.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
20.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
20.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
19.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
19.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
19.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
19.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
19.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
19.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
19.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
19.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
19.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
19.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
18.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
18.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
18.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
18.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
18.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
18.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
18.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
18.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
18.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
18.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
18.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
17.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
17.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
17.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
17.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
17.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
17.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
17.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
17.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
17.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
16.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
16.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
16.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
16.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
16.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
16.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
16.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
16.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
16.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
16.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
16.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
15.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
15.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
15.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
15.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
15.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
15.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
15.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
15.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
15.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
15.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
15.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
14.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
14.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
14.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
14.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
14.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
14.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
14.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
14.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
14.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
14.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
14.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
14.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
14.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
14.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
14.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
14.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
14.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
14.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
14.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
13.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
13.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
13.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
13.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
13.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
13.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
13.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
13.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
13.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
13.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
13.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
13.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
13.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
13.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
13.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
13.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
13.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
13.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
13.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
13.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
13.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
13.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
13.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
12.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
12.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
12.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
12.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
12.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
12.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
12.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
12.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
12.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
12.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
12.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
12.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
12.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
12.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
11.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
11.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
11.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
11.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
11.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
11.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
11.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
11.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
11.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
11.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
11.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
11.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
11.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
11.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
11.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
11.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
11.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
11.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
11.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
11.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
11.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
10.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
10.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
10.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
10.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
10.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
10.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
10.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
10.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
10.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
10.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
10.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
10.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
10.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
10.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
9.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
9.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
9.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
9.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
9.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
9.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
9.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
9.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
9.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
9.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
9.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
9.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
9.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
9.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
8.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
8.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
8.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
8.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
8.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
8.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
8.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
7.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
7.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
7.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
7.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
7.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
6.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
6.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
6.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
5.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
5.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
5.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
5.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
5.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
4.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
4.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
4.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
2.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
1.6
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
1.3
82157a70-12f1-4913-b548-d98881_D2
Normal
1.0
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.9
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.9
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.8
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.8
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.8
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.8
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.8
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.7
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.7
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.7
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.6
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.6
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.6
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.6
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.6
963fc8db-f412-4427-a198-23f660_D2
Normal
0.5
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.5
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.5
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.5
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.5
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.5
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.4
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.4
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.4
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.4
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.4
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.4
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.4
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.4
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.4
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.4
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.4
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.4
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.4
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.3
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.3
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.3
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.3
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.3
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.3
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.3
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.3
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.3
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.3
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.1
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.0
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.0
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.0
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.3
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.4
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.4
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.4
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.4
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.4
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.4
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.5
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.6
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.6
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.6
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.7
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.8
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-1.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-1.1
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
