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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.
ZNF561 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
7.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
20.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
16.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
16.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
16.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
15.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
14.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
13.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
13.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
12.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
12.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
12.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
12.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
12.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
12.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
11.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
11.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
11.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
11.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
11.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
11.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
10.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
10.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
10.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
10.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
10.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
10.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
10.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
10.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
10.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
10.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
10.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
10.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
10.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
10.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
10.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
10.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
10.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
10.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
10.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
9.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
9.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
9.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
9.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
9.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
9.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
9.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
9.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
9.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
9.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
9.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
9.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
9.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
9.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
9.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
9.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
9.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
9.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
9.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
9.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
8.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
8.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
8.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
8.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
8.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
8.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
8.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
8.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
8.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
8.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
8.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
8.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
8.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
8.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
8.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
8.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
8.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
8.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
8.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
8.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
8.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
8.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
8.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
8.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
8.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
8.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
8.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
8.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
8.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
7.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
7.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
7.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
7.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
7.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
7.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
7.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
7.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
7.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
7.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
7.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
7.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
7.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
7.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
7.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
7.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
7.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
7.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
7.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
7.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
7.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
7.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
7.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
7.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
7.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
7.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
7.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
7.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
7.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
7.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
7.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
7.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
7.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
7.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
7.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
7.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
7.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
7.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
7.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
7.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
7.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
7.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
7.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
6.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
6.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
6.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
6.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
6.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
6.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
6.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
6.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
6.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
6.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
6.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
6.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
6.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
6.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
6.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
6.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
6.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
6.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
6.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
6.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
6.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
6.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
6.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
6.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
6.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
6.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
6.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
6.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
6.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
6.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
6.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
6.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
6.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
6.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
6.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
6.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
6.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
6.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
6.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
6.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
6.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
6.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
6.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
5.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
5.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
5.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
5.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
5.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
5.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
5.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
5.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
5.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
5.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
5.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
5.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
5.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
5.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
5.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
5.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
5.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
5.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
5.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
5.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
5.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
5.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
5.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
5.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
5.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
5.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
5.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
5.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
5.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
5.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
5.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
5.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
5.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
5.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
4.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
4.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
4.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
4.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
4.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
4.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
4.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
4.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
4.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
4.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
4.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
4.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
4.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
4.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
4.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
4.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
4.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
3.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
3.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
3.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
3.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
3.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
3.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
2.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 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.
ZNF561 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
12.0
Number of samples
486
Samples
Sample
Description
TPM
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
26.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
24.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
22.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
21.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
20.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
19.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
19.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
19.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
19.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
18.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
18.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
18.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
18.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
18.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
17.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
17.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
17.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
17.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
17.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
17.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
17.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
17.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
17.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
17.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
16.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
16.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
16.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
16.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
16.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
16.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
16.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
16.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
16.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
16.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
16.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
16.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
16.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
16.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
16.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
16.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
16.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
16.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
16.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
16.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
15.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
15.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
15.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
15.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
15.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
15.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
15.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
15.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
15.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
15.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
15.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
15.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
15.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
15.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
15.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
15.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
15.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
15.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
15.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
15.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
15.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
15.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
15.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
15.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
15.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
15.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
15.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
15.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
15.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
15.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
15.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
14.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
14.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
14.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
14.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
14.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
14.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
14.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
14.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
14.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
14.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
14.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
14.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
14.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
14.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
14.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
14.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
14.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
14.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
14.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
14.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
14.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
14.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
14.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
14.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
14.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
14.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
14.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
14.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
14.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
14.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
14.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
14.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
14.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
14.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
14.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
14.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
14.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
13.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
13.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
13.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
13.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
13.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
13.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
13.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
13.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
13.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
13.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
13.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
13.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
13.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
13.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
13.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
13.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
13.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
13.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
13.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
13.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
13.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
13.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
13.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
13.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
13.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
13.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
13.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
13.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
13.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
13.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
13.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
13.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
13.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
13.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
13.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
13.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
13.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
13.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
13.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
13.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
13.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
13.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
13.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
13.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
13.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
13.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
13.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
13.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
13.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
13.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
13.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
13.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
13.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
13.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
12.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
12.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
12.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
12.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
12.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
12.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
12.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
12.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
12.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
12.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
12.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
12.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
12.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
12.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
12.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
12.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
12.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
12.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
12.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
12.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
12.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
12.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
12.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
12.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
12.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
12.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
12.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
12.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
12.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
12.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
12.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
12.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
12.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
12.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
12.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
12.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
12.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
12.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
12.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
12.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
12.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
12.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
12.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
12.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
12.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
12.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
12.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
12.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
12.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
12.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
12.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
12.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
12.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
12.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
12.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
12.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
12.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
12.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
12.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
12.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
12.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
12.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
12.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
12.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
12.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
12.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
12.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
12.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
12.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
12.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
11.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
11.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
11.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
11.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
11.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
11.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
11.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
11.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
11.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
11.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
11.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
11.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
11.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
11.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
11.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
11.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
11.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
11.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
11.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
11.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
11.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
11.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
11.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
11.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
11.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
11.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
11.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
11.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
11.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
11.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
11.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
11.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
11.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
11.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
11.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
11.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
11.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
11.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
11.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
11.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
11.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
11.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
11.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
11.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
11.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
11.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
11.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
11.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
11.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
11.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
11.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
11.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
11.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
11.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
11.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
11.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
10.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
10.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
10.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
10.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
10.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
10.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
10.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
10.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
10.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
10.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
10.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
10.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
10.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
10.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
10.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
10.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
10.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
10.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
10.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
10.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
10.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
10.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
10.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
10.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
10.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
10.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
10.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
10.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
10.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
10.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
10.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
10.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
10.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
10.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
10.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
10.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
10.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
10.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
10.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
10.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
10.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
10.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
10.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
10.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
10.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
10.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
10.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
10.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
10.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
10.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
10.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
10.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
10.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
10.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
10.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
10.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
10.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
10.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
10.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
10.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
10.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
10.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
10.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
10.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
10.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
10.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
10.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
10.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
10.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
10.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
10.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
10.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
10.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
10.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
10.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
10.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
9.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
9.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
9.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
9.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
9.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
9.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
9.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
9.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
9.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
9.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
9.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
9.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
9.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
9.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
9.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
9.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
9.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
9.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
9.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
9.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
9.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
9.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
9.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
9.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
9.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
9.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
9.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
9.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
9.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
9.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
9.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
9.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
9.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
9.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
9.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
9.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
9.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
9.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
9.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
9.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
9.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
9.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
9.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
9.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
9.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
9.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
8.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
8.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
8.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
8.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
8.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
8.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
8.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
8.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
8.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
8.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
8.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
8.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
8.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
8.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
8.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
8.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
8.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
8.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
8.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
8.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
8.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
8.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
8.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
8.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
8.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
8.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
8.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
8.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
8.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
7.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
7.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
7.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
7.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
7.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
7.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
7.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
7.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
7.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
7.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
7.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
7.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
7.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
7.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
7.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
7.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
7.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
6.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
6.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
6.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
6.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
6.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
6.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
5.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
4.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
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.
ZNF561 is potential prognostic, high expression is favorable 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
7.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
12.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
12.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
12.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
11.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
11.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
10.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
10.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
10.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
10.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
10.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
9.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
9.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
9.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
9.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
9.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
9.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
9.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
9.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
8.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
8.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
8.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
8.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
8.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
8.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
8.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
8.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
8.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
8.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
8.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
8.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
8.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
8.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
8.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
8.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
8.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
8.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
8.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
8.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
7.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
7.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
7.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
7.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
7.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
7.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
7.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
7.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
7.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
7.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
7.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
7.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
7.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
7.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
7.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
6.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
6.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
6.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
6.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
6.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
6.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
6.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
6.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
6.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
6.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
6.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
6.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
6.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
6.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
6.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
6.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
6.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
6.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
5.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
5.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
5.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
4.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
4.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
4.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
3.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
3.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.7
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.
ZNF561 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
11.8
Number of samples
207
Samples
Sample
Description
TPM
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
26.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
23.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
21.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
20.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
19.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
19.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
19.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
18.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
18.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
18.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
17.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
17.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
17.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
16.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
16.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
16.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
16.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
16.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
15.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
15.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
15.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
15.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
15.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
15.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
15.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
15.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
15.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
15.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
15.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
14.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
14.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
14.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
14.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
14.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
14.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
14.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
14.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
14.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
14.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
14.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
14.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
14.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
13.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
13.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
13.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
13.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
13.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
13.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
13.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
13.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
13.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
13.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
13.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
13.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
13.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
13.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
13.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
13.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
13.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
13.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
13.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
13.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
13.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
13.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
13.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
13.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
13.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
13.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
13.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
12.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
12.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
12.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
12.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
12.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
12.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
12.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
12.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
12.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
12.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
12.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
12.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
12.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
12.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
12.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
12.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
12.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
12.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
12.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
12.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
12.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
12.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
12.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
12.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
12.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
12.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
12.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
11.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
11.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
11.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
11.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
11.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
11.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
11.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
11.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
11.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
11.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
11.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
11.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
11.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
11.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
11.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
11.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
11.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
11.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
11.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
10.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
10.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
10.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
10.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
10.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
10.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
10.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
10.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
10.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
10.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
10.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
10.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
10.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
10.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
10.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
10.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
10.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
10.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
10.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
10.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
9.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
9.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
9.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
9.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
9.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
9.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
9.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
9.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
9.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
9.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
9.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
9.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
9.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
9.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
9.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
9.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
9.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
9.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
9.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
9.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
9.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
9.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
9.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
9.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
9.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
9.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
9.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
9.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
8.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
8.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
8.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
8.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
8.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
8.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
8.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
8.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
8.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
8.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
8.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
8.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
8.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
8.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
8.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
8.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
7.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
7.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
7.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
7.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
7.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
7.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
7.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
7.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
7.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
7.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
7.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
7.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
6.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
5.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
5.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
5.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
5.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
