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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.
ZNF160 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
6.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
16.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
15.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
15.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
14.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
14.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
13.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
13.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
12.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
12.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
12.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
12.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
12.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
11.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
10.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
10.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
10.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
10.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
10.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
10.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
10.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
10.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
10.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
10.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
10.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
10.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
10.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
10.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
10.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
9.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
9.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
9.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
9.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
9.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
9.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
9.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
9.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
9.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
9.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
9.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
9.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
9.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
9.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
9.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
8.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
8.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
8.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
8.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
8.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
8.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
8.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
8.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
8.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
8.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
8.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
8.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
8.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
8.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
8.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
8.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
8.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
8.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
7.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
7.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
7.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
7.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
7.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
7.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
7.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
7.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
7.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
7.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
7.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
7.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
7.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
7.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
7.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
7.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
7.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
7.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
7.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
7.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
6.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
6.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
6.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
6.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
6.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
6.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
6.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
6.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
6.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
6.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
6.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
6.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
6.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
6.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
6.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
6.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
6.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
6.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
6.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
6.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
6.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
6.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
6.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
6.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
6.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
6.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
6.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
6.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
6.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
6.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
6.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
6.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
6.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
6.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
6.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
6.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
6.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
6.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
6.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
6.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
5.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
5.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
5.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
5.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
5.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
5.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
5.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
5.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
5.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
5.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
5.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
5.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
5.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
5.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
5.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
5.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
5.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
5.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
5.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
5.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
5.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
5.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
5.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
5.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
5.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
5.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
5.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
5.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
5.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
5.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
5.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
5.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
5.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
5.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
5.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
5.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
5.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
5.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
5.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
5.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
5.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
5.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
5.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
5.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
5.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
5.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
5.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
5.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
5.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
5.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
5.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
5.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
4.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
4.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
4.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
4.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
4.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
4.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
4.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
4.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
4.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
4.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
4.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
4.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
4.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
4.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
4.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
4.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
4.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
4.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
4.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
4.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
4.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
4.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
4.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
4.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
4.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
4.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
4.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
3.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
3.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
3.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
3.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
3.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
3.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
3.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
3.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
3.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
3.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
3.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
3.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
3.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
3.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
2.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
2.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
2.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
2.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
2.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
2.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
2.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
1.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
1.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
1.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 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.
ZNF160 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
15.5
Number of samples
486
Samples
Sample
Description
TPM
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
52.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
35.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
33.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
32.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
28.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
28.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
27.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
27.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
27.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
26.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
26.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
26.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
26.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
25.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
25.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
25.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
25.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
25.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
24.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
24.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
24.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
24.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
24.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
23.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
23.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
23.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
23.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
23.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
23.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
23.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
23.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
23.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
23.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
23.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
22.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
22.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
22.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
22.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
22.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
22.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
22.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
22.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
21.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
21.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
21.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
21.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
21.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
21.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
21.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
21.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
21.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
21.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
21.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
21.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
21.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
21.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
21.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
21.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
21.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
21.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
20.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
20.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
20.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
20.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
20.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
20.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
20.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
20.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
20.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
20.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
20.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
20.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
20.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
20.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
20.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
20.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
19.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
19.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
19.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
19.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
19.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
19.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
19.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
19.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
19.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
19.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
19.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
19.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
19.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
19.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
19.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
19.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
19.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
19.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
19.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
19.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
18.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
18.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
18.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
18.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
18.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
18.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
18.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
18.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
18.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
18.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
18.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
18.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
18.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
18.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
18.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
18.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
18.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
18.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
18.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
18.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
18.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
18.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
18.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
17.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
17.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
17.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
17.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
17.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
17.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
17.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
17.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
17.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
17.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
17.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
17.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
17.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
17.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
17.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
17.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
17.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
17.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
17.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
17.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
17.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
17.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
17.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
17.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
16.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
16.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
16.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
16.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
16.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
16.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
16.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
16.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
16.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
16.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
16.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
16.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
16.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
16.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
16.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
16.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
16.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
16.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
16.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
16.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
16.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
16.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
16.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
16.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
16.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
16.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
16.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
16.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
16.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
16.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
16.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
16.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
16.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
16.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
16.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
16.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
16.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
16.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
16.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
16.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
16.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
16.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
16.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
16.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
15.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
15.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
15.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
15.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
15.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
15.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
15.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
15.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
15.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
15.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
15.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
15.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
15.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
15.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
15.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
15.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
15.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
15.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
15.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
15.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
15.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
15.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
15.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
15.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
15.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
15.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
15.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
15.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
15.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
15.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
15.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
15.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
15.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
15.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
15.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
15.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
15.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
15.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
15.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
15.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
15.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
15.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
15.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
15.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
15.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
15.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
15.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
15.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
15.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
15.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
15.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
15.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
15.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
15.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
15.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
14.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
14.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
14.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
14.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
14.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
14.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
14.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
14.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
14.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
14.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
14.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
14.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
14.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
14.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
14.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
14.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
14.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
14.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
14.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
14.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
14.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
14.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
14.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
14.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
14.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
14.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
14.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
14.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
14.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
14.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
14.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
14.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
14.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
14.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
14.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
14.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
14.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
14.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
14.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
14.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
14.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
14.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
14.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
13.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
13.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
13.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
13.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
13.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
13.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
13.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
13.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
13.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
13.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
13.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
13.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
13.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
13.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
13.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
13.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
13.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
13.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
13.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
13.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
13.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
13.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
13.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
13.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
13.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
13.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
13.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
13.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
13.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
13.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
13.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
13.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
13.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
13.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
13.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
13.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
13.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
13.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
13.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
13.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
13.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
13.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
13.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
13.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
13.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
13.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
13.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
13.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
13.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
13.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
13.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
13.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
13.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
13.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
12.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
12.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
12.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
12.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
12.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
12.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
12.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
12.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
12.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
12.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
12.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
12.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
12.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
12.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
12.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
12.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
12.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
12.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
12.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
12.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
12.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
12.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
12.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
12.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
12.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
12.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
12.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
12.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
12.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
12.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
12.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
12.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
12.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
12.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
12.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
11.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
11.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
11.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
11.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
11.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
11.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
11.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
11.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
11.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
11.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
11.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
11.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
11.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
11.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
11.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
11.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
11.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
11.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
11.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
11.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
11.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
11.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
11.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
11.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
11.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
11.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
11.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
11.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
11.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
11.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
11.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
11.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
11.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
11.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
11.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
11.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
11.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
11.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
10.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
10.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
10.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
10.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
10.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
10.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
10.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
10.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
10.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
10.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
10.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
10.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
10.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
10.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
10.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
10.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
10.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
10.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
10.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
10.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
10.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
10.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
9.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
9.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
9.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
9.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
9.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
9.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
9.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
9.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
9.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
9.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
9.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
9.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
9.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
9.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
8.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
8.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
8.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
8.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
8.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
8.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
8.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
8.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
7.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
7.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
7.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
7.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
7.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
6.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
6.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
5.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
5.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
5.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
5.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
4.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
3.2
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.
ZNF160 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
6.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
15.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
15.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
12.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
11.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
11.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
10.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
10.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
9.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
9.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
9.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
9.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
9.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
8.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
8.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
8.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
8.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
8.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
8.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
8.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
8.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
8.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
8.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
7.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
7.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
7.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
7.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
7.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
7.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
7.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
7.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
7.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
7.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
7.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
7.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
7.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
7.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
7.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
6.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
6.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
6.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
6.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
6.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
6.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
6.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
6.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
6.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
6.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
6.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
6.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
6.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
6.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
6.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
5.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
5.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
5.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
5.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
5.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
5.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
5.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
5.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
5.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
5.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
5.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
5.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
5.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
5.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
4.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
4.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
4.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
4.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
4.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
3.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
3.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
3.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
3.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
3.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
2.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
1.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZNF160 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
15.5
Number of samples
207
Samples
Sample
Description
TPM
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
36.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
27.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
26.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
26.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
24.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
24.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
24.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
24.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
23.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
23.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
23.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
22.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
22.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
22.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
22.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
22.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
22.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
21.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
21.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
21.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
21.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
21.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
20.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
20.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
20.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
20.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
20.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
20.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
20.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
19.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
19.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
19.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
19.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
19.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
19.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
19.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
19.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
19.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
19.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
19.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
18.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
18.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
18.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
18.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
18.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
18.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
18.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
18.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
18.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
17.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
17.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
17.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
17.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
17.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
17.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
17.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
17.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
17.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
17.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
17.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
17.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
17.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
17.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
17.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
17.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
17.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
16.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
16.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
16.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
16.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
16.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
16.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
16.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
16.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
16.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
16.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
16.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
16.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
16.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
16.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
16.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
16.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
16.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
16.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
16.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
16.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
15.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
15.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
15.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
15.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
15.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
15.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
15.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
15.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
15.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
15.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
15.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
15.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
15.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
15.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
15.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
15.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
15.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
15.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
15.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
15.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
15.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
14.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
14.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
14.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
14.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
14.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
14.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
14.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
14.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
14.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
14.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
14.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
14.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
14.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
14.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
14.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
14.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
14.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
14.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
14.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
13.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
13.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
13.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
13.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
13.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
13.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
13.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
13.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
13.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
13.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
13.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
13.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
13.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
13.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
13.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
13.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
13.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
13.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
12.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
12.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
12.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
12.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
12.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
12.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
12.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
12.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
12.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
12.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
12.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
12.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
12.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
12.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
12.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
12.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
12.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
12.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
12.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
12.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
12.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
12.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
12.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
12.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
11.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
11.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
11.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
11.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
11.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
11.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
11.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
11.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
11.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
11.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
11.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
11.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
11.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
11.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
11.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
10.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
10.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
10.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
9.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
9.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
9.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
8.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
8.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
7.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
6.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
6.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
5.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
5.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
4.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
