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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.
ZDHHC13 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
15.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
33.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
32.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
30.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
30.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
29.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
27.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
27.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
26.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
26.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
26.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
25.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
25.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
24.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
23.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
23.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
23.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
23.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
23.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
22.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
22.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
22.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
22.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
22.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
21.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
21.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
21.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
21.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
21.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
21.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
21.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
20.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
20.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
20.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
20.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
20.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
20.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
20.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
20.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
20.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
19.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
19.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
19.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
19.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
19.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
19.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
19.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
19.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
19.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
18.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
18.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
18.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
18.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
18.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
18.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
18.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
18.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
17.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
17.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
17.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
17.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
17.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
17.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
17.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
17.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
17.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
17.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
17.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
17.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
17.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
17.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
17.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
17.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
17.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
17.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
17.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
17.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
17.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
16.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
16.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
16.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
16.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
16.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
16.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
16.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
16.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
16.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
16.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
16.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
16.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
16.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
16.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
16.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
16.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
16.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
15.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
15.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
15.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
15.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
15.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
15.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
15.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
15.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
15.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
15.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
15.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
15.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
15.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
15.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
15.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
15.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
15.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
15.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
15.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
15.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
15.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
15.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
15.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
15.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
15.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
14.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
14.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
14.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
14.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
14.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
14.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
14.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
14.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
14.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
14.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
14.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
14.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
14.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
14.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
14.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
14.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
14.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
14.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
14.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
14.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
14.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
14.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
13.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
13.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
13.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
13.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
13.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
13.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
13.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
13.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
13.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
13.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
13.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
13.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
13.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
13.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
13.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
13.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
13.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
13.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
13.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
13.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
13.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
13.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
13.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
13.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
13.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
12.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
12.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
12.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
12.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
12.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
12.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
12.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
12.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
12.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
12.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
12.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
12.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
12.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
12.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
12.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
12.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
12.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
12.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
12.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
12.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
11.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
11.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
11.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
11.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
11.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
11.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
11.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
11.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
11.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
11.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
11.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
11.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
11.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
11.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
11.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
11.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
11.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
10.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
10.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
10.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
10.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
10.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
10.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
10.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
10.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
10.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
10.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
10.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
10.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
10.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
10.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
10.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
10.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
10.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
10.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
10.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
9.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
9.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
9.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
9.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
9.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
9.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
9.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
9.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
9.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
9.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
8.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
8.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
8.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
8.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
8.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
8.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
8.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
8.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
7.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
7.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
7.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
7.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
7.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
7.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
7.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
6.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
6.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
5.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 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.
ZDHHC13 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
14.0
Number of samples
486
Samples
Sample
Description
TPM
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
44.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
29.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
29.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
26.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
25.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
24.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
24.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
22.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
22.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
22.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
22.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
22.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
22.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
21.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
21.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
21.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
21.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
21.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
21.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
21.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
21.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
21.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
21.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
21.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
21.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
20.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
20.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
20.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
20.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
20.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
20.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
20.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
20.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
20.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
20.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
20.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
19.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
19.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
19.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
19.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
19.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
19.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
19.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
19.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
19.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
19.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
19.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
19.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
18.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
18.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
18.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
18.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
18.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
18.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
18.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
18.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
18.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
18.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
18.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
18.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
18.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
18.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
18.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
18.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
18.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
18.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
18.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
18.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
18.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
18.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
18.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
18.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
18.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
18.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
17.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
17.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
17.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
17.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
17.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
17.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
17.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
17.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
17.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
17.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
17.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
17.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
17.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
17.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
17.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
17.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
17.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
17.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
17.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
17.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
17.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
17.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
17.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
17.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
17.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
17.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
17.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
17.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
17.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
17.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
17.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
17.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
17.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
17.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
17.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
17.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
16.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
16.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
16.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
16.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
16.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
16.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
16.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
16.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
16.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
16.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
16.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
16.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
16.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
16.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
16.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
16.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
16.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
16.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
16.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
16.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
16.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
16.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
16.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
16.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
16.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
16.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
16.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
16.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
16.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
16.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
16.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
16.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
16.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
16.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
15.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
15.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
15.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
15.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
15.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
15.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
15.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
15.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
15.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
15.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
15.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
15.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
15.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
15.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
15.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
15.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
15.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
15.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
15.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
15.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
15.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
15.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
15.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
15.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
15.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
15.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
15.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
15.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
15.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
15.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
15.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
15.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
15.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
15.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
15.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
15.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
15.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
15.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
15.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
15.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
15.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
15.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
15.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
14.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
14.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
14.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
14.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
14.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
14.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
14.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
14.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
14.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
14.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
14.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
14.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
14.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
14.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
14.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
14.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
14.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
14.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
14.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
14.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
14.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
14.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
14.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
14.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
14.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
14.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
14.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
14.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
14.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
14.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
14.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
14.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
14.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
14.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
14.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
14.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
14.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
14.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
14.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
14.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
14.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
14.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
14.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
14.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
14.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
14.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
14.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
14.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
14.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
13.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
13.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
13.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
13.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
13.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
13.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
13.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
13.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
13.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
13.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
13.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
13.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
13.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
13.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
13.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
13.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
13.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
13.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
13.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
13.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
13.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
13.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
13.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
13.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
13.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
13.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
13.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
13.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
13.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
13.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
13.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
13.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
13.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
13.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
13.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
13.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
13.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
13.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
13.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
13.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
13.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
12.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
12.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
12.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
12.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
12.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
12.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
12.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
12.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
12.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
12.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
12.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
12.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
12.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
12.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
12.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
12.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
12.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
12.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
12.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
12.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
12.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
12.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
12.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
12.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
12.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
12.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
12.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
12.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
12.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
12.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
12.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
12.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
12.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
12.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
12.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
12.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
12.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
12.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
12.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
12.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
12.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
12.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
12.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
11.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
11.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
11.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
11.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
11.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
11.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
11.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
11.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
11.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
11.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
11.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
11.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
11.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
11.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
11.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
11.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
11.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
11.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
11.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
11.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
11.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
11.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
11.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
11.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
11.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
11.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
11.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
11.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
11.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
11.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
11.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
11.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
11.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
11.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
11.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
11.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
11.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
11.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
11.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
11.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
11.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
11.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
11.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
11.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
11.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
11.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
11.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
11.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
11.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
11.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
10.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
10.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
10.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
10.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
10.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
10.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
10.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
10.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
10.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
10.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
10.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
10.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
10.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
10.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
10.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
10.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
10.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
10.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
10.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
10.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
10.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
10.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
10.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
10.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
10.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
10.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
10.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
10.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
10.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
10.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
10.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
9.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
9.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
9.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
9.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
9.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
9.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
9.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
9.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
9.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
9.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
9.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
9.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
9.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
9.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
9.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
9.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
9.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
9.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
9.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
9.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
9.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
9.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
9.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
9.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
9.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
8.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
8.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
8.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
8.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
8.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
8.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
8.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
8.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
8.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
8.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
8.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
8.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
8.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
8.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
8.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
8.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
8.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
7.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
7.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
7.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
7.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
7.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
7.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
7.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
7.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
7.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
7.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
6.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
6.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
6.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
6.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
6.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
6.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
6.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
6.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
6.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
6.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
6.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
4.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
3.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.2
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZDHHC13 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
15.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
36.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
35.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
35.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
31.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
28.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
26.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
25.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
25.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
23.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
23.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
22.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
22.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
22.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
21.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
21.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
21.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
20.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
20.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
19.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
19.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
19.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
19.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
18.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
18.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
18.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
18.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
18.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
17.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
17.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
17.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
17.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
16.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
16.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
16.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
16.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
16.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
16.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
16.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
16.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
15.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
15.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
15.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
15.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
14.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
14.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
14.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
14.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
14.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
14.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
13.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
13.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
13.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
13.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
13.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
13.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
13.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
13.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
13.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
12.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
12.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
12.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
12.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
12.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
12.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
12.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
11.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
11.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
11.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
11.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
11.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
10.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
10.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
10.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
10.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
10.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
9.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
9.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
8.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
7.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
7.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
7.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
7.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
6.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
5.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.5
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.
ZDHHC13 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
13.4
Number of samples
207
Samples
Sample
Description
TPM
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
34.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
30.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
30.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
25.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
23.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
23.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
23.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
22.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
22.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
21.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
21.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
20.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
20.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
20.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
20.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
20.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
19.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
19.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
19.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
18.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
18.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
18.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
18.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
18.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
18.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
18.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
18.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
18.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
17.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
17.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
17.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
17.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
17.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
17.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
17.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
17.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
17.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
17.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
17.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
17.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
17.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
17.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
17.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
17.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
16.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
16.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
16.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
16.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
16.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
16.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
15.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
15.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
15.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
15.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
15.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
15.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
15.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
15.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
15.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
15.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
15.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
15.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
15.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
15.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
15.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
14.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
14.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
14.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
14.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
14.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
14.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
14.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
14.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
14.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
14.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
14.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
14.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
14.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
14.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
13.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
13.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
13.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
13.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
13.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
13.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
13.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
13.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
13.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
13.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
13.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
13.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
13.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
13.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
13.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
13.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
12.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
12.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
12.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
12.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
12.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
12.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
12.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
12.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
12.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
12.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
12.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
12.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
12.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
12.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
12.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
12.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
12.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
12.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
12.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
11.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
11.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
11.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
11.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
11.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
11.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
11.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
11.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
11.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
11.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
11.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
11.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
11.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
11.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
11.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
11.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
11.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
11.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
11.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
11.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
11.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
11.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
11.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
11.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
11.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
11.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
11.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
11.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
11.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
10.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
10.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
10.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
10.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
10.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
10.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
10.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
10.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
10.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
10.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
10.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
10.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
10.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
10.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
10.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
9.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
9.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
9.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
9.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
9.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
9.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
9.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
9.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
9.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
9.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
9.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
9.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
9.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
9.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
9.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
8.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
8.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
8.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
8.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
8.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
8.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
8.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
8.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
8.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
7.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
7.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
7.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
7.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
7.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
7.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
7.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
6.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
6.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
6.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
5.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
0.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
411d9597-c785-4de5-b449-29a80d_D2
Normal
1.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
1.1
b2400046-1d25-429d-a821-6040a6
Tumor
0.9
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.8
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.8
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.7
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.6
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.5
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.4
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.4
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.4
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.4
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.4
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.4
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.4
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.3
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.3
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.3
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.2
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
0.0
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.0
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.0
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.0
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.0
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.0
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.0
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.0
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.0
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.0
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.0
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.0
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.2
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.2
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.3
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.3
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.3
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.3
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.3
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.3
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.4
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.4
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.4
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.5
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.5
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.5
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.5
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.5
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.5
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.6
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.6
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.6
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.7
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.7
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.7
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.8
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.8
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.8
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.8
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.8
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.9
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.9
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.9
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-1.8
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_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
