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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.
ZNF586 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
5.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
17.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
14.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
14.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
14.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
13.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
12.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
11.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
10.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
10.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
9.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
9.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
9.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
9.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
9.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
9.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
9.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
8.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
8.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
8.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
8.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
8.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
8.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
8.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
8.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
8.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
7.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
7.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
7.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
7.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
7.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
7.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
7.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
7.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
7.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
7.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
7.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
7.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
7.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
7.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
6.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
6.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
6.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
6.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
6.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
6.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
6.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
6.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
6.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
6.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
6.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
6.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
6.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
6.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
6.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
6.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
6.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
6.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
6.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
6.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
6.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
6.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
6.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
6.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
6.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
5.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
5.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
5.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
5.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
5.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
5.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
5.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
5.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
5.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
5.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
5.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
5.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
5.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
5.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
5.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
5.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
5.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
5.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
5.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
5.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
5.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
5.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
5.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
5.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
5.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
5.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
5.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
5.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
5.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
5.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
5.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
5.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
5.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
5.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
5.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
5.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
5.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
5.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
5.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
5.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
5.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
5.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
5.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
4.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
4.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
4.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
4.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
4.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
4.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
4.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
4.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
4.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
4.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
4.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
4.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
4.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
4.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
4.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
4.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
4.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
4.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
4.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
4.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
4.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
4.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
4.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
4.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
4.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
4.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
4.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
4.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
4.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
4.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
4.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
4.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
4.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
3.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
3.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
3.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
3.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
3.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
3.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
3.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
3.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
3.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
3.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
3.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
3.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
3.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
3.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
3.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
3.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
3.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
3.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
3.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
3.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
3.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
3.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
3.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
3.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
3.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
3.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
3.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
3.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
3.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
3.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
3.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
3.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
3.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
3.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
3.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
3.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
3.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
3.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
3.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
3.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
3.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
3.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
3.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
3.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
2.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
2.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
2.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
2.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
2.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
2.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
2.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
2.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
2.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
2.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
2.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
2.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
2.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
2.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
2.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
2.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
2.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
2.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
2.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
2.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
2.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
2.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
2.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
2.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
2.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
2.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
2.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
2.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
1.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
1.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
1.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
1.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
1.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
1.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
0.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
0.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
0.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 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.
ZNF586 is potential prognostic, high expression is favorable 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
16.4
Number of samples
486
Samples
Sample
Description
TPM
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
36.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
36.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
33.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
31.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
30.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
30.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
30.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
30.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
29.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
29.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
29.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
28.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
28.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
28.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
27.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
27.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
27.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
27.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
27.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
26.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
26.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
26.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
26.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
25.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
25.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
25.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
25.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
25.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
25.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
25.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
25.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
25.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
25.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
25.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
24.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
24.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
24.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
24.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
24.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
24.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
24.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
24.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
24.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
24.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
23.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
23.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
23.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
23.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
23.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
23.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
23.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
22.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
22.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
22.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
22.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
22.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
22.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
22.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
22.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
22.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
22.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
22.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
22.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
22.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
22.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
22.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
22.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
21.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
21.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
21.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
21.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
21.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
21.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
21.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
21.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
21.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
21.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
21.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
21.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
21.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
21.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
21.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
21.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
21.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
21.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
21.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
20.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
20.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
20.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
20.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
20.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
20.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
20.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
20.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
20.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
20.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
20.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
20.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
20.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
20.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
20.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
20.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
20.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
20.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
20.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
19.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
19.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
19.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
19.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
19.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
19.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
19.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
19.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
19.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
19.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
19.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
19.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
19.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
19.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
19.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
19.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
19.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
19.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
19.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
19.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
19.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
19.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
19.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
19.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
18.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
18.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
18.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
18.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
18.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
18.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
18.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
18.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
18.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
18.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
18.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
18.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
18.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
18.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
18.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
18.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
18.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
18.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
18.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
18.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
18.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
18.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
18.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
18.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
18.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
18.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
18.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
18.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
18.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
18.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
18.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
18.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
18.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
18.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
18.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
18.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
18.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
18.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
18.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
18.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
18.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
18.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
18.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
18.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
18.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
18.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
18.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
17.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
17.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
17.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
17.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
17.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
17.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
17.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
17.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
17.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
17.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
17.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
17.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
17.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
17.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
17.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
17.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
17.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
17.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
17.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
17.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
17.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
17.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
17.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
17.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
17.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
17.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
17.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
17.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
17.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
17.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
17.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
17.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
17.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
17.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
16.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
16.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
16.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
16.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
16.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
16.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
16.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
16.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
16.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
16.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
16.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
16.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
16.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
16.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
16.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
16.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
16.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
16.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
16.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
16.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
16.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
16.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
16.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
16.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
16.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
16.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
16.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
16.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
16.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
16.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
16.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
16.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
16.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
16.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
16.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
16.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
16.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
16.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
16.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
16.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
16.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
16.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
16.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
16.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
16.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
16.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
16.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
16.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
15.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
15.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
15.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
15.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
15.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
15.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
15.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
15.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
15.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
15.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
15.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
15.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
15.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
15.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
15.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
15.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
15.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
15.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
15.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
15.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
15.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
15.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
15.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
15.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
15.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
15.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
15.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
15.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
15.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
14.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
14.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
14.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
14.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
14.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
14.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
14.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
14.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
14.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
14.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
14.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
14.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
14.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
14.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
14.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
14.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
14.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
14.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
14.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
14.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
14.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
14.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
14.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
14.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
14.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
14.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
14.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
14.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
14.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
14.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
14.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
14.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
14.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
13.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
13.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
13.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
13.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
13.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
13.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
13.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
13.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
13.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
13.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
13.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
13.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
13.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
13.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
13.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
13.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
13.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
13.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
13.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
13.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
13.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
13.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
13.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
13.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
13.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
13.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
13.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
13.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
13.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
13.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
13.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
13.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
13.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
12.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
12.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
12.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
12.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
12.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
12.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
12.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
12.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
12.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
12.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
12.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
12.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
12.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
12.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
12.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
12.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
12.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
12.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
12.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
12.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
12.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
12.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
12.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
12.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
12.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
12.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
12.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
12.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
12.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
12.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
12.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
12.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
12.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
12.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
12.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
11.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
11.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
11.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
11.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
11.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
11.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
11.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
11.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
11.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
11.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
11.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
11.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
11.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
11.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
11.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
11.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
11.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
11.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
11.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
11.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
10.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
10.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
10.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
10.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
10.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
10.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
10.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
10.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
10.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
10.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
10.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
10.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
10.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
10.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
10.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
9.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
9.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
9.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
9.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
9.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
9.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
9.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
9.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
9.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
9.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
9.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
9.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
9.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
9.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
9.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
8.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
8.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
8.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
8.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
8.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
8.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
8.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
8.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
8.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
8.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
7.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
7.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
7.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
7.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
7.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
7.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
7.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
7.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
7.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
7.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
7.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
7.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
6.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
6.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
6.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
6.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
5.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
5.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
5.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
5.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
5.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
5.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
5.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
5.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
4.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
4.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
4.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.8
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.
ZNF586 is potential prognostic, high expression is favorable in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
4.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
9.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
8.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
8.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
8.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
8.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
7.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
7.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
7.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
7.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
7.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
6.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
6.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
6.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
6.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
6.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
6.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
5.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
5.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
5.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
5.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
5.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
5.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
5.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
5.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
5.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
5.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
5.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
5.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
5.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
5.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
5.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
5.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
5.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
5.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
5.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
5.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
4.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
4.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
4.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
4.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
4.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
4.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
4.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
4.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
4.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
4.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
4.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
4.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
4.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
4.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
4.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
4.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
4.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
4.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
4.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
3.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
3.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
3.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
3.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
3.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
3.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
3.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
3.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
3.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
3.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
3.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
3.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
3.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
3.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
2.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
2.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
2.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
2.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
2.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
2.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
2.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
2.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
2.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
2.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
1.9
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.
ZNF586 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
15.9
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
37.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
32.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
31.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
29.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
26.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
26.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
26.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
26.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
25.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
25.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
25.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
25.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
24.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
24.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
24.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
23.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
23.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
23.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
22.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
22.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
22.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
22.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
22.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
22.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
22.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
21.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
21.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
20.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
20.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
20.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
20.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
20.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
20.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
20.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
20.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
20.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
20.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
20.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
19.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
19.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
19.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
19.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
19.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
19.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
19.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
19.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
19.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
19.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
19.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
19.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
18.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
18.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
18.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
18.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
18.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
18.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
18.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
18.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
18.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
18.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
17.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
17.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
17.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
17.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
17.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
17.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
17.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
17.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
17.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
17.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
17.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
17.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
17.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
16.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
16.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
16.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
16.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
16.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
16.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
16.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
16.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
16.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
16.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
16.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
16.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
16.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
16.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
16.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
16.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
16.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
16.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
16.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
16.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
16.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
16.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
15.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
15.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
15.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
15.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
15.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
15.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
15.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
15.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
15.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
15.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
15.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
15.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
15.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
15.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
15.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
15.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
15.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
15.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
15.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
15.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
15.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
15.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
15.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
15.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
14.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
14.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
14.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
14.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
14.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
14.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
14.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
14.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
14.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
14.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
13.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
13.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
13.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
13.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
13.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
13.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
13.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
13.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
13.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
13.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
13.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
13.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
13.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
13.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
13.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
13.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
13.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
12.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
12.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
12.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
12.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
12.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
12.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
12.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
12.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
12.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
12.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
12.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
12.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
11.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
11.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
11.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
11.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
11.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
11.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
11.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
11.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
11.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
11.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
11.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
11.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
11.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
11.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
11.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
11.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
10.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
10.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
10.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
10.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
10.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
10.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
9.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
9.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
9.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
9.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
9.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
9.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
9.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
8.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
8.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
8.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
7.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
7.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
7.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
6.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
5.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
5.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
5.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
5.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
