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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.
ZKSCAN8 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
4.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
14.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
9.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
9.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
9.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
8.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
7.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
7.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
7.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
7.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
7.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
7.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
7.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
7.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
7.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
7.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
6.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
6.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
6.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
6.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
6.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
6.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
6.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
6.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
6.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
6.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
6.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
6.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
6.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
5.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
5.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
5.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
5.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
5.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
5.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
5.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
5.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
5.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
5.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
5.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
5.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
5.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
5.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
5.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
5.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
5.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
5.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
5.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
5.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
5.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
5.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
5.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
5.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
5.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
5.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
5.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
5.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
5.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
5.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
5.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
5.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
5.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
5.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
5.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
5.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
5.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
5.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
5.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
5.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
5.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
5.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
5.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
4.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
4.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
4.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
4.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
4.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
4.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
4.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
4.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
4.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
4.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
4.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
4.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
4.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
4.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
4.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
4.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
4.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
4.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
4.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
4.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
4.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
4.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
4.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
4.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
4.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
4.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
4.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
4.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
4.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
4.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
4.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
4.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
4.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
4.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
4.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
4.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
4.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
4.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
4.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
4.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
4.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
4.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
4.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
4.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
4.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
4.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
4.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
4.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
4.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
4.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
4.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
4.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
4.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
4.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
4.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
4.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
4.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
4.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
4.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
4.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
4.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
4.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
3.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
3.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
3.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
3.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
3.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
3.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
3.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
3.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
3.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
3.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
3.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
3.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
3.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
3.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
3.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
3.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
3.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
3.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
3.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
3.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
3.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
3.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
3.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
3.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
3.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
3.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
3.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
3.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
3.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
3.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
3.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
3.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
3.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
3.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
3.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
3.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
3.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
3.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
3.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
3.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
3.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
3.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
3.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
3.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
3.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
3.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
3.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
3.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
3.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
3.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
3.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
3.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
3.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
3.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
3.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
3.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
3.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
3.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
3.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
2.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
2.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
2.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
2.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
2.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
2.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
2.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
2.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
2.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
2.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
2.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
2.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
2.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
2.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
2.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
2.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
2.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
2.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
2.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
2.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
2.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
2.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
2.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
2.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
2.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
2.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
2.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
2.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
2.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
2.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
2.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
2.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
2.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
2.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
1.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
1.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
1.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
1.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
1.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
1.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
1.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
1.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
1.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
1.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 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.
ZKSCAN8 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
13.3
Number of samples
486
Samples
Sample
Description
TPM
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
24.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
23.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
23.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
23.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
23.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
23.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
23.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
23.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
21.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
21.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
21.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
21.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
20.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
20.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
20.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
20.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
20.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
20.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
20.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
19.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
19.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
19.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
19.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
19.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
19.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
19.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
19.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
18.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
18.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
18.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
18.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
18.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
18.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
18.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
17.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
17.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
17.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
17.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
17.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
17.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
17.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
17.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
17.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
17.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
17.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
17.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
17.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
17.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
17.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
17.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
17.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
17.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
17.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
16.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
16.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
16.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
16.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
16.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
16.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
16.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
16.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
16.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
16.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
16.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
16.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
16.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
16.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
16.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
16.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
16.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
16.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
16.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
16.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
16.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
16.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
16.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
16.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
16.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
16.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
16.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
16.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
16.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
16.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
16.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
16.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
16.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
16.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
16.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
16.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
16.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
16.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
16.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
16.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
16.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
15.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
15.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
15.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
15.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
15.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
15.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
15.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
15.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
15.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
15.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
15.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
15.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
15.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
15.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
15.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
15.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
15.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
15.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
15.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
15.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
15.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
15.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
15.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
15.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
15.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
15.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
15.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
15.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
15.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
15.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
15.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
15.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
15.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
15.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
15.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
15.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
15.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
15.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
15.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
14.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
14.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
14.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
14.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
14.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
14.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
14.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
14.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
14.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
14.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
14.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
14.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
14.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
14.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
14.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
14.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
14.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
14.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
14.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
14.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
14.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
14.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
14.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
14.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
14.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
14.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
14.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
14.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
14.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
14.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
14.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
14.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
14.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
14.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
14.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
14.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
14.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
14.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
14.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
14.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
14.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
14.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
14.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
14.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
14.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
14.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
14.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
14.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
14.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
14.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
14.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
14.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
14.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
14.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
14.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
14.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
14.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
14.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
14.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
13.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
13.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
13.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
13.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
13.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
13.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
13.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
13.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
13.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
13.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
13.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
13.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
13.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
13.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
13.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
13.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
13.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
13.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
13.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
13.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
13.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
13.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
13.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
13.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
13.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
13.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
13.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
13.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
13.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
13.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
13.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
13.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
13.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
13.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
13.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
13.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
13.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
13.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
13.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
13.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
13.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
13.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
13.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
13.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
13.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
13.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
13.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
13.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
13.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
13.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
13.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
13.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
13.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
13.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
13.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
13.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
13.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
13.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
13.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
13.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
12.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
12.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
12.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
12.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
12.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
12.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
12.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
12.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
12.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
12.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
12.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
12.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
12.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
12.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
12.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
12.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
12.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
12.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
12.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
12.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
12.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
12.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
12.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
12.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
12.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
12.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
12.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
12.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
12.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
12.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
12.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
12.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
12.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
12.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
12.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
12.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
12.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
12.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
12.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
12.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
12.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
12.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
12.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
12.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
12.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
12.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
12.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
12.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
12.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
12.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
12.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
12.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
12.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
12.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
12.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
12.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
12.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
12.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
12.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
12.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
12.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
12.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
12.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
12.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
11.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
11.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
11.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
11.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
11.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
11.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
11.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
11.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
11.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
11.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
11.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
11.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
11.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
11.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
11.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
11.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
11.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
11.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
11.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
11.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
11.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
11.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
11.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
11.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
11.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
11.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
11.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
11.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
11.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
11.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
11.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
11.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
11.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
11.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
11.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
11.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
11.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
11.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
11.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
11.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
11.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
11.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
11.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
11.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
11.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
11.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
11.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
11.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
11.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
10.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
10.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
10.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
10.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
10.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
10.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
10.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
10.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
10.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
10.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
10.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
10.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
10.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
10.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
10.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
10.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
10.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
10.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
10.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
10.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
10.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
10.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
10.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
10.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
10.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
10.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
10.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
10.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
10.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
10.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
10.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
10.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
10.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
10.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
10.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
10.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
9.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
9.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
9.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
9.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
9.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
9.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
9.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
9.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
9.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
9.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
9.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
9.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
9.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
9.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
9.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
9.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
9.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
9.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
9.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
9.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
9.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
9.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
9.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
9.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
9.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
9.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
9.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
9.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
9.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
9.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
9.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
9.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
9.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
9.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
8.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
8.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
8.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
8.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
8.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
8.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
8.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
8.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
8.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
8.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
8.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
8.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
8.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
8.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
8.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
8.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
7.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
7.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
7.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
7.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
7.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
7.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
7.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
6.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
6.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
6.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
6.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
6.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
6.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
6.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
5.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
5.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
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.
ZKSCAN8 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
4.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
9.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
9.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
8.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
7.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
7.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
7.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
7.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
7.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
7.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
7.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
7.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
6.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
6.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
6.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
6.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
6.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
6.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
6.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
6.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
6.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
5.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
5.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
5.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
5.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
5.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
5.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
5.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
5.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
5.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
5.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
5.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
5.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
5.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
5.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
5.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
5.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
5.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
5.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
5.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
4.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
4.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
4.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
4.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
4.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
4.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
4.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
4.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
4.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
4.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
4.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
4.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
4.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
4.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
4.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
4.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
3.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
3.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
3.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
3.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
3.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
3.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
3.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
3.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
3.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
3.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
3.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
3.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
3.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
2.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
2.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
2.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
2.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
2.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
2.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
2.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
2.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
2.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
2.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
1.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
1.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
1.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
1.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
1.2
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.
ZKSCAN8 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
13.6
Number of samples
207
Samples
Sample
Description
TPM
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
27.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
26.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
23.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
23.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
20.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
20.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
20.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
20.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
20.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
19.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
19.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
19.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
19.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
19.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
19.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
19.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
18.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
18.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
18.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
18.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
17.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
17.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
17.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
17.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
17.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
17.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
17.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
17.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
17.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
17.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
17.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
16.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
16.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
16.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
16.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
16.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
16.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
16.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
16.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
16.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
16.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
16.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
16.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
16.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
16.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
15.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
15.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
15.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
15.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
15.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
15.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
15.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
15.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
15.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
15.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
15.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
15.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
15.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
15.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
15.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
15.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
15.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
15.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
15.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
15.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
15.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
15.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
15.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
15.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
15.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
15.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
14.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
14.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
14.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
14.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
14.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
14.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
14.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
14.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
14.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
14.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
14.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
14.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
14.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
14.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
14.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
14.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
14.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
13.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
13.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
13.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
13.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
13.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
13.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
13.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
13.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
13.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
13.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
13.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
13.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
13.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
13.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
13.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
13.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
13.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
13.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
13.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
13.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
13.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
13.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
13.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
13.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
13.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
12.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
12.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
12.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
12.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
12.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
12.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
12.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
12.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
12.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
12.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
12.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
12.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
12.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
12.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
12.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
12.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
12.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
12.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
12.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
12.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
12.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
12.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
11.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
11.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
11.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
11.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
11.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
11.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
11.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
11.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
11.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
11.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
11.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
11.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
11.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
11.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
11.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
11.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
11.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
10.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
10.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
10.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
10.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
10.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
10.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
10.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
10.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
10.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
10.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
10.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
10.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
10.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
9.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
9.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
9.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
9.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
9.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
9.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
9.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
9.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
9.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
9.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
9.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
9.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
9.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
9.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
9.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
8.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
8.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
8.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
8.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
7.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
7.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
7.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
6.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
6.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
5.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
5.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 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
