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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.
ZNF397 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
6.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
20.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
18.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
17.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
16.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
13.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
13.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
13.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
12.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
12.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
11.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
11.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
11.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
11.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
10.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
10.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
10.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
10.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
10.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
10.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
10.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
10.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
9.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
9.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
9.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
9.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
9.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
9.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
9.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
9.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
8.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
8.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
8.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
8.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
8.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
8.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
8.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
8.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
8.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
8.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
8.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
8.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
8.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
7.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
7.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
7.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
7.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
7.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
7.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
7.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
7.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
7.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
7.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
7.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
7.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
7.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
7.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
7.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
7.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
7.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
7.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
7.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
7.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
7.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
7.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
7.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
7.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
7.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
7.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
7.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
7.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
6.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
6.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
6.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
6.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
6.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
6.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
6.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
6.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
6.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
6.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
6.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
6.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
6.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
6.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
6.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
6.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
6.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
6.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
6.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
6.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
6.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
6.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
6.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
6.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
6.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
6.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
6.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
6.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
6.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
6.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
6.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
6.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
6.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
6.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
6.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
6.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
6.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
6.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
6.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
6.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
6.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
6.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
6.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
5.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
5.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
5.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
5.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
5.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
5.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
5.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
5.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
5.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
5.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
5.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
5.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
5.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
5.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
5.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
5.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
5.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
5.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
5.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
5.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
5.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
5.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
5.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
5.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
5.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
5.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
5.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
5.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
5.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
5.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
5.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
5.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
5.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
5.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
5.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
5.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
5.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
5.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
5.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
5.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
5.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
5.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
5.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
5.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
4.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
4.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
4.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
4.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
4.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
4.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
4.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
4.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
4.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
4.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
4.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
4.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
4.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
4.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
4.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
4.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
4.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
4.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
4.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
4.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
4.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
4.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
4.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
4.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
4.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
4.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
4.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
4.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
4.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
4.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
4.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
4.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
4.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
4.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
4.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
4.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
4.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
4.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
4.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
4.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
4.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
4.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
3.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
3.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
3.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
3.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
3.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
3.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
3.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
3.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
3.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
3.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
3.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
3.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
3.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
3.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
3.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
3.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
3.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
3.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
3.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
3.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
3.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
2.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
2.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 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.
ZNF397 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
15.8
Number of samples
486
Samples
Sample
Description
TPM
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
39.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
37.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
35.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
33.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
32.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
28.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
26.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
26.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
26.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
26.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
25.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
25.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
25.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
25.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
24.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
24.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
24.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
24.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
24.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
23.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
23.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
23.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
23.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
23.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
23.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
23.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
23.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
23.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
22.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
22.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
22.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
22.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
22.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
22.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
22.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
21.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
21.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
21.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
21.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
21.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
21.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
21.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
21.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
21.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
21.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
21.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
21.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
21.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
21.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
21.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
21.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
21.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
20.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
20.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
20.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
20.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
20.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
20.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
20.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
20.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
20.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
20.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
20.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
20.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
20.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
20.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
20.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
20.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
20.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
20.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
20.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
20.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
20.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
20.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
20.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
20.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
20.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
20.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
19.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
19.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
19.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
19.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
19.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
19.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
19.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
19.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
19.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
19.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
19.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
19.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
19.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
19.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
19.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
19.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
19.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
19.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
19.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
19.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
19.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
18.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
18.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
18.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
18.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
18.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
18.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
18.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
18.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
18.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
18.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
18.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
18.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
18.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
18.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
18.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
18.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
18.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
18.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
18.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
18.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
18.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
18.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
18.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
18.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
17.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
17.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
17.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
17.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
17.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
17.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
17.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
17.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
17.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
17.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
17.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
17.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
17.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
17.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
17.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
17.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
17.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
17.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
17.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
17.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
17.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
17.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
17.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
17.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
17.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
17.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
17.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
17.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
17.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
17.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
17.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
17.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
17.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
17.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
17.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
16.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
16.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
16.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
16.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
16.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
16.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
16.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
16.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
16.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
16.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
16.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
16.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
16.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
16.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
16.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
16.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
16.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
16.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
16.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
16.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
16.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
16.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
16.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
16.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
16.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
16.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
16.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
16.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
16.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
16.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
16.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
16.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
16.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
16.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
16.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
16.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
16.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
16.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
16.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
16.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
16.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
16.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
16.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
16.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
15.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
15.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
15.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
15.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
15.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
15.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
15.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
15.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
15.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
15.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
15.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
15.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
15.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
15.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
15.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
15.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
15.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
15.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
15.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
15.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
15.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
15.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
15.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
15.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
15.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
15.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
15.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
15.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
15.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
15.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
15.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
15.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
15.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
15.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
15.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
15.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
15.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
15.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
15.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
15.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
15.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
15.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
15.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
15.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
15.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
15.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
15.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
15.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
15.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
15.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
15.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
15.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
14.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
14.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
14.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
14.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
14.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
14.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
14.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
14.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
14.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
14.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
14.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
14.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
14.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
14.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
14.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
14.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
14.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
14.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
14.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
14.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
14.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
14.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
14.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
14.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
14.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
14.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
14.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
14.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
14.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
14.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
14.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
14.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
14.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
14.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
14.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
14.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
14.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
14.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
14.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
14.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
14.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
14.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
14.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
14.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
14.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
14.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
14.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
14.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
14.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
14.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
14.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
14.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
14.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
13.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
13.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
13.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
13.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
13.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
13.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
13.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
13.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
13.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
13.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
13.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
13.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
13.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
13.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
13.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
13.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
13.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
13.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
13.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
13.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
13.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
13.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
13.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
13.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
13.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
13.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
13.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
13.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
13.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
13.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
13.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
13.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
13.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
13.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
13.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
13.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
13.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
13.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
13.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
13.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
13.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
13.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
13.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
13.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
13.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
13.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
13.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
13.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
13.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
13.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
13.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
13.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
13.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
13.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
13.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
13.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
13.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
13.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
13.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
12.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
12.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
12.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
12.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
12.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
12.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
12.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
12.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
12.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
12.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
12.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
12.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
12.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
12.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
12.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
12.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
12.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
12.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
12.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
12.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
12.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
12.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
12.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
12.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
12.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
12.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
12.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
11.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
11.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
11.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
11.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
11.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
11.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
11.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
11.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
11.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
11.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
11.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
11.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
11.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
11.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
11.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
11.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
11.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
11.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
11.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
11.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
11.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
11.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
11.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
11.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
11.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
11.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
11.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
11.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
11.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
11.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
11.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
11.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
11.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
11.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
10.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
10.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
10.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
10.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
10.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
10.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
10.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
10.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
10.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
10.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
10.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
10.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
10.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
10.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
10.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
10.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
10.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
10.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
10.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
9.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
9.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
9.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
9.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
9.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
9.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
9.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
9.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
9.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
9.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
9.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
9.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
9.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
9.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
9.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
9.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
8.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
8.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
8.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
8.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
7.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
7.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
7.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
7.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.0
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.
ZNF397 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
5.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
12.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
11.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
11.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
9.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
9.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
9.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
8.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
8.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
8.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
8.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
7.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
7.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
7.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
7.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
7.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
7.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
7.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
7.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
6.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
6.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
6.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
6.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
6.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
6.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
6.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
6.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
6.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
6.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
6.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
6.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
6.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
5.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
5.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
5.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
5.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
5.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
5.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
5.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
5.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
5.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
5.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
5.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
5.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
5.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
5.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
5.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
5.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
4.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
4.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
4.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
4.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
4.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
4.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
4.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
4.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
4.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
4.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
4.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
4.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
4.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
4.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
4.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
3.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
3.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
3.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
3.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
3.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
3.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
3.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
3.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
3.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
2.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
2.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
2.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
2.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
2.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
2.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
2.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 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.
ZNF397 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
15.8
Number of samples
207
Samples
Sample
Description
TPM
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
54.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
38.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
33.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
30.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
26.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
26.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
26.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
26.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
25.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
25.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
24.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
24.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
23.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
23.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
23.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
22.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
21.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
21.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
21.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
21.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
21.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
20.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
20.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
20.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
20.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
20.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
20.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
20.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
20.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
19.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
19.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
19.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
19.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
19.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
19.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
19.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
19.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
19.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
18.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
18.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
18.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
18.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
18.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
18.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
18.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
18.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
18.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
18.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
17.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
17.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
17.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
17.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
17.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
17.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
17.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
17.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
17.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
17.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
17.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
17.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
17.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
17.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
17.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
17.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
17.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
17.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
17.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
17.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
17.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
17.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
16.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
16.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
16.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
16.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
16.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
16.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
16.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
16.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
16.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
16.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
16.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
16.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
16.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
15.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
15.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
15.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
15.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
15.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
15.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
15.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
15.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
15.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
15.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
15.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
15.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
15.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
15.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
15.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
15.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
15.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
15.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
15.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
14.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
14.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
14.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
14.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
14.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
14.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
14.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
14.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
14.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
14.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
14.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
14.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
14.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
14.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
14.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
14.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
14.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
14.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
14.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
14.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
14.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
14.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
14.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
13.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
13.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
13.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
13.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
13.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
13.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
13.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
13.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
13.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
13.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
13.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
13.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
13.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
13.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
13.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
13.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
13.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
13.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
13.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
13.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
13.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
12.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
12.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
12.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
12.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
12.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
12.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
12.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
12.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
12.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
12.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
12.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
12.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
12.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
12.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
11.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
11.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
11.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
11.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
11.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
11.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
11.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
11.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
11.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
11.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
11.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
11.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
11.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
11.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
11.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
11.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
10.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
10.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
10.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
10.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
10.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
10.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
10.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
10.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
10.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
10.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
9.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
9.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
9.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
9.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
9.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
9.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
9.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
9.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
9.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
9.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
8.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
8.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
8.2
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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
