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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.
DIPK1A is potential prognostic, high expression is favorable 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
8.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
20.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
17.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
16.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
16.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
15.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
15.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
14.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
14.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
14.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
14.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
14.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
13.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
13.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
13.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
13.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
13.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
13.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
13.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
13.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
13.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
12.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
12.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
12.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
12.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
12.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
12.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
12.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
12.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
11.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
11.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
11.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
11.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
11.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
11.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
11.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
11.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
11.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
11.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
11.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
11.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
10.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
10.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
10.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
10.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
10.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
10.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
10.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
10.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
10.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
10.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
10.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
10.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
10.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
10.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
10.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
10.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
10.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
10.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
10.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
10.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
10.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
10.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
9.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
9.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
9.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
9.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
9.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
9.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
9.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
9.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
9.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
9.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
9.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
9.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
9.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
9.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
9.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
9.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
9.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
9.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
8.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
8.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
8.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
8.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
8.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
8.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
8.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
8.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
8.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
8.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
8.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
8.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
8.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
8.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
8.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
8.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
8.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
8.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
8.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
8.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
8.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
8.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
8.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
8.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
8.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
8.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
8.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
8.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
8.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
8.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
7.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
7.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
7.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
7.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
7.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
7.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
7.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
7.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
7.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
7.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
7.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
7.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
7.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
7.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
7.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
7.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
7.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
7.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
7.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
7.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
7.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
7.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
7.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
7.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
7.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
7.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
7.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
7.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
7.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
7.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
7.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
7.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
7.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
7.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
7.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
7.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
7.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
6.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
6.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
6.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
6.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
6.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
6.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
6.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
6.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
6.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
6.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
6.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
6.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
6.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
6.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
6.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
6.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
6.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
6.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
6.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
6.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
6.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
6.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
6.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
6.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
6.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
6.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
6.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
6.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
6.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
6.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
6.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
6.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
5.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
5.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
5.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
5.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
5.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
5.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
5.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
5.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
5.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
5.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
5.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
5.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
5.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
5.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
5.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
5.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
5.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
5.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
5.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
5.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
5.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
4.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
4.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
4.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
4.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
4.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
4.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
4.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
4.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
4.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
4.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
4.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
4.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
4.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
4.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
4.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
4.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
3.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
3.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
3.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
3.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
3.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
3.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
3.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
3.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
3.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
2.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
2.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
2.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 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.
DIPK1A 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
13.5
Number of samples
486
Samples
Sample
Description
TPM
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
28.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
25.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
23.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
23.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
23.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
21.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
21.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
21.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
21.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
21.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
21.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
20.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
20.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
20.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
20.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
20.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
20.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
19.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
19.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
19.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
19.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
19.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
19.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
19.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
19.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
19.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
19.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
19.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
19.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
19.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
19.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
19.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
19.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
18.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
18.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
18.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
18.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
18.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
18.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
18.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
18.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
18.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
18.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
18.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
18.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
18.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
18.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
17.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
17.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
17.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
17.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
17.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
17.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
17.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
17.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
17.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
17.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
17.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
17.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
17.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
17.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
17.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
17.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
17.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
17.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
16.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
16.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
16.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
16.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
16.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
16.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
16.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
16.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
16.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
16.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
16.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
16.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
16.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
16.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
16.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
16.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
16.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
16.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
16.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
16.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
16.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
16.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
16.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
16.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
16.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
16.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
16.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
16.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
16.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
16.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
16.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
16.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
16.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
16.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
16.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
16.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
16.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
16.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
16.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
15.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
15.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
15.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
15.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
15.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
15.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
15.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
15.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
15.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
15.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
15.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
15.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
15.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
15.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
15.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
15.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
15.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
15.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
15.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
15.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
15.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
15.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
15.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
15.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
15.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
15.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
15.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
15.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
15.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
15.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
15.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
15.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
15.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
15.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
15.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
15.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
15.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
15.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
15.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
15.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
15.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
15.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
15.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
15.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
15.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
15.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
15.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
15.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
15.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
15.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
15.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
15.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
15.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
14.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
14.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
14.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
14.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
14.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
14.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
14.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
14.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
14.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
14.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
14.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
14.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
14.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
14.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
14.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
14.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
14.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
14.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
14.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
14.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
14.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
14.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
14.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
14.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
14.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
14.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
14.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
14.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
14.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
14.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
14.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
14.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
14.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
14.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
14.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
14.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
14.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
14.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
14.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
14.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
14.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
14.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
14.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
14.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
14.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
14.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
14.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
14.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
14.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
14.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
14.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
14.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
14.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
14.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
14.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
14.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
13.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
13.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
13.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
13.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
13.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
13.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
13.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
13.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
13.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
13.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
13.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
13.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
13.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
13.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
13.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
13.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
13.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
13.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
13.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
13.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
13.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
13.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
13.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
13.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
13.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
13.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
13.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
13.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
13.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
13.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
13.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
13.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
13.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
13.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
13.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
13.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
13.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
13.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
13.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
13.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
13.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
13.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
13.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
13.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
13.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
13.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
13.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
13.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
13.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
13.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
13.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
13.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
13.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
13.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
12.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
12.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
12.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
12.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
12.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
12.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
12.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
12.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
12.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
12.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
12.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
12.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
12.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
12.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
12.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
12.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
12.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
12.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
12.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
12.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
12.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
12.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
12.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
12.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
12.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
12.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
12.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
12.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
12.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
12.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
12.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
12.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
12.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
12.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
12.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
12.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
12.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
12.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
12.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
12.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
12.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
12.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
12.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
12.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
12.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
12.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
12.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
12.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
12.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
12.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
12.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
12.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
11.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
11.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
11.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
11.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
11.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
11.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
11.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
11.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
11.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
11.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
11.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
11.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
11.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
11.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
11.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
11.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
11.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
11.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
11.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
11.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
11.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
11.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
11.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
11.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
11.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
11.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
11.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
11.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
11.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
11.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
11.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
11.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
11.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
11.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
11.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
11.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
11.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
11.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
11.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
11.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
11.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
11.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
11.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
11.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
11.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
11.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
11.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
11.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
11.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
11.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
11.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
11.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
11.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
10.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
10.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
10.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
10.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
10.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
10.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
10.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
10.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
10.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
10.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
10.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
10.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
10.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
10.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
10.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
10.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
10.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
10.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
10.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
10.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
10.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
10.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
10.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
10.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
10.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
10.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
10.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
10.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
10.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
10.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
10.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
10.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
10.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
10.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
9.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
9.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
9.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
9.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
9.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
9.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
9.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
9.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
9.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
9.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
9.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
9.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
9.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
9.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
9.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
9.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
9.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
9.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
9.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
9.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
9.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
9.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
9.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
9.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
9.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
9.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
9.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
9.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
9.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
9.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
9.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
9.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
9.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
8.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
8.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
8.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
8.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
8.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
8.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
8.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
8.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
8.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
8.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
8.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
8.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
8.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
8.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
8.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
8.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
8.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
8.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
8.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
7.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
7.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
7.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
7.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
7.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
7.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
7.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
6.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
6.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
6.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
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.
DIPK1A 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
8.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
24.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
20.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
15.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
15.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
14.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
14.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
14.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
14.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
14.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
12.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
12.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
11.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
11.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
11.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
11.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
10.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
10.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
10.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
10.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
10.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
10.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
10.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
9.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
9.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
9.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
9.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
9.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
9.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
9.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
9.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
9.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
9.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
9.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
9.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
8.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
8.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
8.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
8.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
8.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
8.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
8.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
8.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
8.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
8.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
8.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
8.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
7.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
7.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
7.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
7.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
7.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
7.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
7.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
7.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
7.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
7.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
7.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
6.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
6.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
6.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
6.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
6.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
6.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
6.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
6.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
6.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
5.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
5.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
5.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
5.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
5.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
5.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
5.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
5.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
5.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
4.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
3.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
3.2
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.
DIPK1A 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
15.0
Number of samples
207
Samples
Sample
Description
TPM
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
26.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
26.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
23.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
22.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
22.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
22.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
22.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
21.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
21.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
20.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
20.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
20.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
20.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
20.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
20.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
20.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
19.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
19.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
19.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
19.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
19.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
18.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
18.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
18.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
18.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
18.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
18.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
18.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
18.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
18.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
18.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
18.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
18.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
18.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
18.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
18.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
18.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
17.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
17.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
17.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
17.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
17.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
17.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
17.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
17.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
17.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
17.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
17.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
17.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
17.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
17.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
17.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
16.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
16.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
16.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
16.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
16.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
16.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
16.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
16.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
16.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
16.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
16.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
16.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
16.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
16.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
16.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
16.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
16.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
16.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
16.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
16.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
16.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
16.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
16.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
16.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
16.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
15.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
15.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
15.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
15.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
15.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
15.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
15.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
15.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
15.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
15.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
15.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
15.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
15.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
15.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
15.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
15.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
15.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
15.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
15.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
15.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
15.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
15.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
15.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
14.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
14.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
14.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
14.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
14.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
14.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
14.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
14.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
14.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
14.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
14.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
14.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
14.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
14.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
14.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
14.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
14.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
14.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
14.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
14.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
14.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
14.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
13.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
13.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
13.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
13.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
13.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
13.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
13.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
13.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
13.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
13.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
13.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
13.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
13.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
13.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
13.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
13.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
13.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
13.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
13.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
13.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
13.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
13.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
13.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
13.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
13.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
13.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
13.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
13.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
13.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
13.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
12.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
12.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
12.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
12.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
12.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
12.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
12.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
12.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
12.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
12.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
12.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
12.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
11.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
11.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
11.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
11.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
11.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
11.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
11.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
11.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
11.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
11.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
11.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
11.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
11.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
11.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
10.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
10.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
10.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
10.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
10.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
10.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
10.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
10.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
10.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
10.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
10.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
10.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
9.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
9.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
9.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
9.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
9.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
8.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
8.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
7.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
7.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.0
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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
