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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.
ZNF592 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
5.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
12.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
11.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
10.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
10.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
10.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
9.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
9.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
9.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
9.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
8.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
8.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
8.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
8.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
8.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
8.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
8.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
8.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
8.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
8.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
8.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
8.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
8.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
8.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
7.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
7.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
7.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
7.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
7.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
7.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
7.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
7.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
7.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
7.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
7.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
7.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
7.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
7.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
7.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
7.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
7.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
7.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
7.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
7.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
7.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
7.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
7.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
7.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
7.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
7.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
7.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
7.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
6.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
6.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
6.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
6.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
6.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
6.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
6.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
6.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
6.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
6.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
6.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
6.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
6.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
6.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
6.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
6.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
6.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
6.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
6.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
6.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
6.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
6.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
6.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
6.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
6.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
6.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
6.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
6.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
6.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
6.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
6.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
6.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
6.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
6.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
6.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
6.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
6.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
6.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
6.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
6.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
6.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
6.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
6.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
6.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
6.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
6.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
6.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
6.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
5.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
5.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
5.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
5.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
5.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
5.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
5.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
5.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
5.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
5.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
5.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
5.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
5.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
5.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
5.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
5.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
5.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
5.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
5.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
5.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
5.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
5.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
5.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
5.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
5.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
5.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
5.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
5.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
5.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
5.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
5.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
5.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
5.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
5.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
5.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
5.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
5.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
5.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
5.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
5.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
5.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
5.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
4.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
4.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
4.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
4.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
4.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
4.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
4.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
4.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
4.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
4.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
4.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
4.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
4.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
4.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
4.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
4.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
4.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
4.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
4.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
4.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
4.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
4.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
4.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
4.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
4.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
4.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
4.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
4.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
4.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
4.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
4.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
4.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
4.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
4.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
4.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
4.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
4.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
4.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
4.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
4.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
4.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
4.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
4.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
3.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
3.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
3.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
3.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
3.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
3.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
3.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
3.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
3.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
3.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
3.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
3.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
3.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
3.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
3.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
3.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
3.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
3.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
3.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
3.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
3.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
3.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
3.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
3.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
3.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
3.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
3.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
3.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
3.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
2.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
2.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
2.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
2.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
2.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
2.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
2.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
2.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
1.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 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.
ZNF592 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
11.0
Number of samples
486
Samples
Sample
Description
TPM
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
32.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
25.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
22.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
21.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
18.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
18.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
18.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
17.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
17.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
17.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
17.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
17.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
16.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
16.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
16.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
16.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
16.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
16.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
15.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
15.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
15.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
15.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
15.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
15.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
15.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
15.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
15.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
15.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
15.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
15.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
15.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
14.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
14.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
14.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
14.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
14.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
14.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
14.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
14.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
14.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
14.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
14.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
14.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
14.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
14.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
14.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
14.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
14.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
14.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
14.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
14.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
14.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
14.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
14.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
14.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
14.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
14.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
13.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
13.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
13.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
13.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
13.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
13.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
13.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
13.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
13.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
13.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
13.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
13.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
13.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
13.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
13.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
13.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
13.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
13.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
13.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
13.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
13.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
13.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
13.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
13.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
13.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
13.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
13.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
13.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
13.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
13.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
13.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
13.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
13.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
13.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
13.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
13.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
13.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
12.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
12.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
12.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
12.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
12.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
12.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
12.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
12.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
12.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
12.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
12.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
12.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
12.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
12.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
12.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
12.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
12.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
12.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
12.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
12.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
12.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
12.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
12.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
12.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
12.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
12.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
12.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
12.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
12.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
12.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
12.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
12.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
12.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
12.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
12.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
12.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
12.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
12.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
12.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
12.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
12.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
12.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
12.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
12.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
12.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
12.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
12.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
12.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
12.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
12.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
12.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
11.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
11.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
11.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
11.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
11.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
11.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
11.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
11.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
11.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
11.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
11.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
11.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
11.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
11.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
11.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
11.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
11.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
11.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
11.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
11.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
11.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
11.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
11.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
11.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
11.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
11.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
11.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
11.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
11.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
11.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
11.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
11.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
11.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
11.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
11.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
11.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
11.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
11.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
11.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
11.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
11.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
11.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
11.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
11.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
11.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
11.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
11.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
11.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
11.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
11.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
11.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
11.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
11.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
11.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
11.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
11.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
11.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
11.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
11.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
11.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
11.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
11.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
11.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
11.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
11.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
11.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
11.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
11.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
11.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
11.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
11.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
11.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
11.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
11.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
11.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
11.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
11.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
11.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
10.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
10.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
10.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
10.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
10.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
10.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
10.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
10.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
10.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
10.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
10.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
10.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
10.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
10.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
10.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
10.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
10.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
10.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
10.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
10.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
10.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
10.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
10.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
10.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
10.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
10.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
10.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
10.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
10.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
10.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
10.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
10.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
10.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
10.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
10.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
10.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
10.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
10.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
10.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
10.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
10.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
10.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
10.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
10.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
10.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
10.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
10.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
10.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
10.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
10.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
10.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
10.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
10.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
10.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
10.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
10.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
10.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
10.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
10.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
10.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
10.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
10.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
10.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
10.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
10.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
10.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
10.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
10.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
10.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
10.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
10.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
10.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
10.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
10.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
10.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
10.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
10.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
10.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
10.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
10.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
9.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
9.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
9.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
9.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
9.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
9.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
9.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
9.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
9.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
9.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
9.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
9.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
9.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
9.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
9.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
9.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
9.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
9.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
9.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
9.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
9.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
9.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
9.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
9.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
9.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
9.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
9.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
9.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
9.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
9.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
9.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
9.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
9.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
9.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
9.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
9.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
9.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
9.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
9.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
9.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
9.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
9.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
9.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
9.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
9.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
9.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
9.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
9.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
9.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
9.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
9.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
9.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
9.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
9.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
9.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
9.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
9.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
9.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
9.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
9.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
9.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
9.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
9.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
9.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
9.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
9.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
9.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
9.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
9.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
9.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
9.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
9.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
9.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
9.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
9.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
9.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
9.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
9.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
9.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
9.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
9.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
9.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
9.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
9.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
8.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
8.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
8.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
8.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
8.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
8.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
8.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
8.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
8.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
8.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
8.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
8.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
8.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
8.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
8.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
8.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
8.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
8.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
8.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
8.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
8.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
8.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
8.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
8.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
8.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
8.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
8.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
8.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
8.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
8.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
8.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
8.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
8.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
8.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
8.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
8.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
8.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
8.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
8.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
8.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
8.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
7.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
7.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
7.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
7.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
7.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
7.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
7.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
7.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
7.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
7.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
7.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
7.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
7.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
7.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
7.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
7.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
7.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
7.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
7.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
7.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
7.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
7.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
7.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
7.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
7.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
7.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
7.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
7.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
7.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
7.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
7.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
7.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
6.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
6.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
6.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
6.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
6.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
5.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
5.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
5.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
5.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.2
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZNF592 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
5.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
10.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
10.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
10.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
10.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
9.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
9.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
9.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
9.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
8.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
8.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
8.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
8.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
8.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
7.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
7.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
7.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
7.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
7.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
7.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
7.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
7.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
7.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
7.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
7.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
7.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
7.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
7.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
6.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
6.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
6.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
6.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
6.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
6.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
6.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
6.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
6.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
6.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
6.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
6.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
6.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
6.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
5.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
5.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
5.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
5.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
5.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
5.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
5.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
5.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
5.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
5.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
5.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
5.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
5.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
5.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
5.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
5.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
4.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
4.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
4.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
4.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
4.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
4.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
4.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
4.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
4.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
3.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
3.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
3.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
3.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
3.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
3.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
3.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
3.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
3.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
3.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
2.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 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.
ZNF592 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
10.6
Number of samples
207
Samples
Sample
Description
TPM
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
18.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
16.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
16.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
16.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
15.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
15.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
15.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
15.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
15.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
15.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
15.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
15.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
14.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
14.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
14.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
14.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
14.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
14.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
13.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
13.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
13.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
13.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
13.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
13.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
13.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
13.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
13.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
13.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
13.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
13.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
13.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
13.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
13.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
12.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
12.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
12.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
12.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
12.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
12.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
12.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
12.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
12.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
12.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
12.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
12.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
12.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
12.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
12.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
12.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
12.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
12.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
12.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
12.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
12.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
12.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
12.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
12.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
12.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
11.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
11.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
11.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
11.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
11.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
11.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
11.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
11.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
11.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
11.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
11.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
11.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
11.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
11.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
11.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
11.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
11.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
11.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
11.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
11.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
11.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
11.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
11.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
11.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
10.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
10.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
10.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
10.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
10.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
10.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
10.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
10.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
10.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
10.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
10.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
10.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
10.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
10.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
10.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
10.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
10.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
10.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
10.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
10.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
10.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
10.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
10.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
10.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
10.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
10.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
10.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
10.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
10.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
10.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
10.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
10.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
10.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
10.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
9.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
9.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
9.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
9.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
9.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
9.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
9.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
9.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
9.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
9.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
9.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
9.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
9.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
9.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
9.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
9.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
9.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
9.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
9.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
9.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
9.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
9.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
9.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
9.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
9.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
9.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
9.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
9.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
9.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
9.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
9.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
9.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
9.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
9.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
9.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
9.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
9.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
9.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
8.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
8.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
8.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
8.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
8.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
8.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
8.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
8.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
8.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
8.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
8.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
8.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
8.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
8.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
8.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
8.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
8.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
8.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
8.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
8.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
8.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
8.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
8.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
8.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
8.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
8.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
8.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
8.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
8.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
8.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
8.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
7.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
7.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
7.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
7.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
7.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
7.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
6.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
6.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
6.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
6.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
6.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
5.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
5.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
5.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
1.9
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
1.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
1.0
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.9
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.8
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.8
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.8
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.8
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.7
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.6
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.6
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.6
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.6
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.6
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.6
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.5
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.5
8cc7e656-0152-4359-8566-0581c3
Tumor
0.5
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.5
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.5
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.5
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.4
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.4
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.4
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.4
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.4
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.3
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.3
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.3
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.3
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.3
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.3
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.0
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.0
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.0
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.3
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.4
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.4
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.4
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.4
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.4
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.4
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.4
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.4
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.4
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.4
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.4
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.5
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.5
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.6
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.7
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.7
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.8
41a04113-2061-4923-bca5-da586c_D2
Normal
-1.1
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
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
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
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
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
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
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
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
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
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
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
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
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
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
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_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
411d9597-c785-4de5-b449-29a80d_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
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_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
4b263734-430f-41dc-a296-8691f0_D3
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
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_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
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
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
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
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
46dfc1e4-0110-4d9f-888e-6a29ab_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
