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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.
DPY19L4 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
9.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
38.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
31.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
23.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
22.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
20.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
20.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
19.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
18.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
18.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
18.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
17.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
16.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
16.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
16.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
16.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
16.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
16.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
15.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
15.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
15.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
15.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
14.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
14.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
14.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
14.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
14.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
14.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
13.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
13.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
13.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
13.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
13.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
13.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
13.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
12.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
12.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
12.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
12.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
12.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
12.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
12.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
12.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
12.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
12.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
12.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
11.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
11.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
11.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
11.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
11.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
11.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
11.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
11.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
11.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
11.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
11.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
11.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
11.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
11.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
11.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
10.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
10.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
10.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
10.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
10.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
10.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
10.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
10.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
10.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
10.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
10.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
10.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
10.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
10.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
10.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
10.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
10.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
10.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
9.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
9.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
9.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
9.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
9.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
9.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
9.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
9.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
9.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
9.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
9.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
9.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
9.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
9.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
9.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
9.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
9.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
9.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
9.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
9.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
9.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
9.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
9.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
9.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
8.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
8.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
8.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
8.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
8.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
8.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
8.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
8.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
8.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
8.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
8.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
8.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
8.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
8.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
8.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
8.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
8.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
8.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
8.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
8.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
8.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
8.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
8.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
8.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
8.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
8.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
8.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
8.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
8.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
8.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
8.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
7.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
7.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
7.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
7.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
7.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
7.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
7.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
7.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
7.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
7.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
7.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
7.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
7.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
7.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
7.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
7.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
7.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
7.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
7.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
7.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
7.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
7.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
7.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
7.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
7.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
7.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
7.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
7.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
7.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
7.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
7.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
6.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
6.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
6.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
6.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
6.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
6.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
6.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
6.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
6.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
6.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
6.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
6.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
6.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
6.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
6.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
6.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
6.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
6.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
6.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
6.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
6.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
6.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
6.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
6.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
5.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
5.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
5.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
5.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
5.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
5.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
5.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
5.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
5.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
5.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
5.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
5.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
5.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
5.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
5.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
5.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
5.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
5.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
5.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
5.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
5.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
5.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
5.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
5.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
5.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
5.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
5.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
4.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
4.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
4.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
4.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
4.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
4.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
4.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
4.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
3.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
3.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
3.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
3.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
3.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 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.
DPY19L4 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
20.4
Number of samples
486
Samples
Sample
Description
TPM
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
57.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
57.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
56.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
51.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
50.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
50.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
47.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
43.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
42.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
39.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
38.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
38.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
38.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
37.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
37.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
36.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
36.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
35.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
35.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
35.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
34.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
34.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
33.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
33.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
33.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
33.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
32.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
32.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
32.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
32.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
31.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
31.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
31.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
31.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
31.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
31.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
31.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
30.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
30.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
30.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
30.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
30.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
30.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
30.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
30.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
30.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
30.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
30.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
29.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
29.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
29.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
29.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
29.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
29.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
29.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
29.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
28.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
28.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
28.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
28.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
28.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
28.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
28.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
28.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
28.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
28.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
28.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
28.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
27.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
27.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
27.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
27.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
27.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
27.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
27.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
27.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
26.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
26.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
26.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
26.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
26.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
26.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
26.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
26.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
26.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
26.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
26.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
26.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
26.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
26.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
26.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
26.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
26.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
25.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
25.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
25.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
25.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
25.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
25.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
25.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
25.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
24.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
24.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
24.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
24.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
24.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
24.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
24.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
24.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
24.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
24.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
24.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
24.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
24.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
24.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
24.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
24.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
24.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
23.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
23.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
23.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
23.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
23.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
23.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
23.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
23.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
23.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
23.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
23.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
23.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
23.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
23.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
23.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
23.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
22.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
22.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
22.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
22.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
22.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
22.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
22.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
22.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
22.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
22.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
22.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
22.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
22.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
22.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
22.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
22.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
22.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
22.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
21.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
21.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
21.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
21.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
21.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
21.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
21.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
21.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
21.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
21.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
21.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
21.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
21.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
21.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
21.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
21.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
21.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
21.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
21.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
21.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
21.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
21.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
21.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
21.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
21.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
21.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
21.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
21.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
21.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
21.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
21.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
21.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
21.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
21.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
21.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
21.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
21.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
21.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
21.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
21.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
20.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
20.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
20.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
20.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
20.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
20.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
20.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
20.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
20.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
20.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
20.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
20.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
20.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
20.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
20.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
20.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
20.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
20.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
20.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
20.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
20.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
20.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
20.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
20.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
20.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
20.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
20.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
20.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
20.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
20.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
19.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
19.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
19.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
19.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
19.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
19.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
19.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
19.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
19.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
19.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
19.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
19.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
19.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
19.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
19.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
19.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
19.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
19.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
19.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
19.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
19.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
19.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
19.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
19.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
19.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
19.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
19.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
19.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
19.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
19.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
18.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
18.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
18.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
18.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
18.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
18.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
18.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
18.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
18.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
18.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
18.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
18.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
18.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
18.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
18.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
18.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
18.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
18.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
18.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
18.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
18.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
18.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
18.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
18.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
18.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
18.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
18.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
18.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
18.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
18.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
18.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
18.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
18.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
18.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
17.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
17.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
17.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
17.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
17.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
17.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
17.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
17.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
17.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
17.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
17.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
17.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
17.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
17.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
17.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
17.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
17.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
17.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
17.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
17.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
17.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
17.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
17.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
17.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
17.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
17.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
17.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
17.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
16.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
16.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
16.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
16.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
16.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
16.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
16.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
16.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
16.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
16.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
16.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
16.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
16.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
16.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
16.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
16.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
16.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
16.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
16.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
16.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
16.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
16.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
16.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
16.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
16.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
16.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
16.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
16.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
16.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
16.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
16.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
16.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
16.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
15.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
15.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
15.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
15.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
15.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
15.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
15.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
15.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
15.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
15.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
15.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
15.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
15.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
15.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
15.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
15.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
15.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
15.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
15.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
15.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
15.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
15.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
15.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
15.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
15.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
15.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
15.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
15.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
15.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
15.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
15.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
15.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
15.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
15.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
14.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
14.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
14.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
14.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
14.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
14.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
14.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
14.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
14.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
14.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
14.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
14.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
14.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
14.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
14.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
14.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
14.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
14.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
14.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
14.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
14.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
13.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
13.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
13.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
13.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
13.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
13.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
13.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
13.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
13.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
13.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
13.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
13.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
13.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
13.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
13.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
13.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
13.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
13.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
13.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
13.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
13.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
13.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
13.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
13.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
13.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
12.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
12.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
12.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
12.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
12.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
12.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
12.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
12.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
12.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
12.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
12.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
12.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
12.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
12.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
12.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
12.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
12.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
12.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
12.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
12.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
12.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
12.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
11.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
11.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
11.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
11.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
11.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
11.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
11.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
11.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
11.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
10.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
10.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
10.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
10.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
10.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
10.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
10.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
10.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
10.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
9.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
9.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
9.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
9.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
9.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
8.2
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.
DPY19L4 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
10.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
31.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
21.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
19.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
19.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
17.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
16.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
16.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
16.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
16.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
16.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
15.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
15.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
15.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
14.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
14.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
13.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
12.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
12.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
12.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
12.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
12.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
12.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
12.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
12.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
12.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
11.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
11.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
11.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
11.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
11.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
11.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
11.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
11.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
10.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
10.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
10.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
10.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
10.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
9.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
9.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
9.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
9.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
9.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
8.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
8.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
8.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
8.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
8.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
8.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
8.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
8.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
8.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
8.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
8.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
8.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
8.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
8.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
8.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
7.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
7.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
7.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
7.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
7.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
7.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
7.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
7.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
7.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
7.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
7.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
7.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
7.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
6.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
6.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
6.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
6.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
6.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
6.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
5.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
5.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
4.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.2
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.
DPY19L4 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
21.3
Number of samples
207
Samples
Sample
Description
TPM
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
58.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
46.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
42.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
42.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
41.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
36.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
35.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
35.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
34.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
32.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
32.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
32.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
31.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
31.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
31.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
31.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
30.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
30.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
29.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
29.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
29.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
28.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
28.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
28.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
28.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
28.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
28.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
27.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
27.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
27.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
27.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
27.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
27.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
27.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
27.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
26.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
26.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
26.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
26.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
26.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
26.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
26.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
26.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
26.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
25.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
25.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
25.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
25.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
25.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
25.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
25.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
25.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
24.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
24.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
24.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
24.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
24.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
24.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
24.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
23.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
23.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
23.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
23.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
23.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
23.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
23.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
23.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
23.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
23.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
23.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
23.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
22.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
22.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
22.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
22.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
22.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
22.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
22.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
22.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
22.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
22.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
22.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
22.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
21.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
21.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
21.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
21.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
21.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
21.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
21.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
20.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
20.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
20.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
20.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
20.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
20.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
20.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
20.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
20.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
20.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
20.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
20.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
20.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
20.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
20.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
19.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
19.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
19.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
19.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
19.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
19.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
19.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
19.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
19.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
19.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
19.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
19.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
19.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
19.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
19.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
19.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
19.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
19.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
18.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
18.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
18.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
18.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
18.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
18.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
18.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
18.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
18.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
18.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
18.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
18.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
18.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
18.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
18.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
18.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
18.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
17.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
17.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
17.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
17.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
17.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
17.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
17.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
17.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
17.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
16.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
16.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
16.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
16.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
16.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
16.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
16.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
16.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
16.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
16.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
16.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
16.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
16.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
16.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
16.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
16.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
15.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
15.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
15.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
15.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
15.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
15.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
15.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
15.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
14.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
14.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
14.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
14.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
14.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
14.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
14.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
14.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
14.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
14.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
14.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
14.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
13.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
13.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
13.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
13.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
13.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
13.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
12.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
12.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
12.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
11.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
11.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
11.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
11.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
11.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
11.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
