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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.
ZBTB10 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
4.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
57.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
17.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
17.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
16.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
15.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
12.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
12.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
12.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
12.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
12.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
11.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
10.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
10.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
10.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
10.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
9.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
9.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
9.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
9.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
9.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
8.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
8.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
8.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
8.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
8.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
8.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
8.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
8.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
8.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
7.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
7.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
7.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
7.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
7.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
7.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
7.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
7.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
7.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
7.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
7.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
7.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
7.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
7.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
7.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
7.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
7.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
7.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
7.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
7.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
6.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
6.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
6.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
6.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
6.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
6.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
6.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
6.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
6.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
6.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
6.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
6.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
6.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
5.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
5.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
5.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
5.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
5.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
5.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
5.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
5.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
5.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
5.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
5.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
5.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
5.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
5.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
5.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
5.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
5.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
5.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
4.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
4.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
4.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
4.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
4.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
4.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
4.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
4.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
4.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
4.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
4.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
4.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
4.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
4.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
4.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
4.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
4.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
4.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
4.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
4.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
4.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
4.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
4.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
4.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
4.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
4.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
4.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
4.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
4.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
4.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
4.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
4.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
4.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
4.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
4.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
4.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
4.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
4.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
4.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
4.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
3.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
3.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
3.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
3.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
3.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
3.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
3.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
3.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
3.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
3.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
3.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
3.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
3.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
3.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
3.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
3.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
3.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
3.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
3.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
3.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
3.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
3.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
3.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
3.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
3.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
3.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
3.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
3.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
3.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
3.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
3.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
3.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
3.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
3.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
2.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
2.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
2.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
2.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
2.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
2.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
2.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
2.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
2.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
2.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
2.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
2.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
2.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
2.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
2.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
2.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
2.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
2.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
2.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
2.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
2.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
2.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
2.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
2.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
2.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
2.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
2.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
2.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
2.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
2.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
2.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
2.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
1.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
1.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
1.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
1.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
1.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
1.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
1.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
1.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
1.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
1.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
1.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
1.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
1.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
1.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
1.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
1.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
1.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
1.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
1.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
1.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
1.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
1.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
1.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
1.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
1.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
1.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
1.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
1.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
1.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
1.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
1.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
1.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
0.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
0.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
0.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
0.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
0.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
0.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
0.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
0.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
0.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
0.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
0.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
0.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
0.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
0.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
0.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
0.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
0.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
0.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
0.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
0.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
0.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
0.2
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.
ZBTB10 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
16.4
Number of samples
486
Samples
Sample
Description
TPM
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
96.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
56.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
53.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
53.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
50.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
47.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
43.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
42.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
42.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
41.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
40.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
40.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
40.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
40.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
39.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
38.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
38.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
37.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
37.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
37.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
37.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
35.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
35.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
35.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
35.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
35.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
34.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
34.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
34.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
34.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
33.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
33.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
33.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
33.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
32.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
32.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
31.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
31.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
30.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
30.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
30.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
30.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
29.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
29.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
29.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
29.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
29.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
29.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
28.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
28.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
28.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
27.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
27.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
27.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
27.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
27.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
27.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
26.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
26.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
26.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
26.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
26.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
26.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
26.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
26.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
25.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
25.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
25.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
25.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
25.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
25.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
25.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
25.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
24.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
24.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
24.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
24.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
24.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
24.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
24.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
24.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
24.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
24.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
24.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
24.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
24.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
24.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
24.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
23.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
23.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
23.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
23.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
23.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
23.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
23.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
23.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
22.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
22.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
22.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
22.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
22.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
22.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
22.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
22.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
22.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
22.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
22.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
22.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
22.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
22.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
22.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
22.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
22.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
22.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
22.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
21.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
21.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
21.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
21.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
21.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
21.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
21.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
21.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
21.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
21.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
21.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
21.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
21.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
21.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
20.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
20.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
20.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
20.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
20.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
20.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
20.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
20.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
20.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
20.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
20.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
20.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
20.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
20.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
20.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
19.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
19.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
19.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
19.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
19.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
19.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
19.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
19.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
19.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
19.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
19.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
19.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
19.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
19.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
18.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
18.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
18.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
18.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
18.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
18.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
18.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
18.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
18.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
18.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
18.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
18.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
18.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
18.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
18.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
18.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
17.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
17.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
17.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
17.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
17.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
17.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
17.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
17.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
17.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
17.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
17.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
17.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
17.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
17.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
17.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
17.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
16.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
16.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
16.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
16.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
16.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
16.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
16.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
16.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
16.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
16.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
16.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
16.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
16.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
16.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
16.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
16.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
16.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
16.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
16.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
16.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
15.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
15.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
15.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
15.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
15.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
15.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
15.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
15.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
15.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
15.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
15.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
15.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
15.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
15.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
15.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
15.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
15.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
15.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
15.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
15.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
15.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
15.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
15.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
15.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
15.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
15.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
15.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
15.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
15.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
15.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
14.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
14.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
14.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
14.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
14.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
14.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
14.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
14.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
14.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
14.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
14.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
14.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
14.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
14.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
14.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
14.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
14.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
14.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
14.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
14.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
14.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
14.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
14.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
13.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
13.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
13.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
13.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
13.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
13.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
13.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
13.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
13.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
13.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
13.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
13.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
13.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
13.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
13.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
13.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
13.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
13.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
13.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
13.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
12.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
12.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
12.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
12.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
12.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
12.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
12.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
12.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
12.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
12.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
12.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
12.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
12.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
12.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
12.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
12.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
12.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
11.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
11.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
11.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
11.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
11.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
11.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
11.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
11.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
11.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
11.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
11.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
11.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
11.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
11.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
11.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
10.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
10.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
10.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
10.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
10.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
10.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
10.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
10.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
10.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
10.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
10.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
10.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
10.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
10.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
10.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
10.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
10.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
10.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
10.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
10.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
10.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
10.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
10.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
10.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
10.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
10.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
10.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
10.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
10.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
10.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
9.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
9.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
9.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
9.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
9.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
9.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
9.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
9.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
9.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
9.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
9.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
9.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
9.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
9.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
9.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
9.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
9.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
9.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
9.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
9.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
9.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
9.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
9.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
9.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
8.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
8.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
8.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
8.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
8.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
8.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
8.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
8.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
8.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
8.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
8.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
8.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
8.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
8.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
8.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
8.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
8.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
8.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
8.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
8.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
7.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
7.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
7.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
7.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
7.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
7.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
7.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
7.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
7.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
7.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
7.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
7.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
7.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
7.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
7.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
7.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
7.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
7.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
7.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
6.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
6.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
6.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
6.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
6.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
6.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
6.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
6.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
6.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
6.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
6.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
6.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
6.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
5.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
5.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
5.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
5.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
5.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
5.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
5.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
5.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
5.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
5.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
5.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
5.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
5.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
5.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
4.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
4.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
4.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
4.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
4.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
4.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
4.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
4.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
4.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
4.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
4.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
3.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
3.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
3.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
3.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
3.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
3.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
3.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
3.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
3.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
2.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
2.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
2.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
2.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
2.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
2.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
2.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
2.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
2.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
2.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
2.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
2.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
2.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
2.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
2.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
1.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
1.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
1.0
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZBTB10 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
5.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
25.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
14.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
14.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
14.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
13.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
13.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
12.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
10.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
9.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
9.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
8.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
8.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
8.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
8.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
8.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
8.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
7.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
7.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
7.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
7.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
7.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
7.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
7.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
7.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
6.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
6.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
6.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
6.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
6.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
5.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
5.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
5.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
5.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
4.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
4.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
4.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
4.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
4.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
4.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
4.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
4.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
4.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
4.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
4.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
4.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
4.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
4.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
4.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
4.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
4.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
3.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
3.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
3.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
3.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
3.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
3.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
3.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
3.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
3.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
3.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
3.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
2.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
2.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
2.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
2.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
2.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
2.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
2.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
2.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
1.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
1.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
1.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
1.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
1.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
1.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
1.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
1.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
1.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
0.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 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.
ZBTB10 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
18.2
Number of samples
207
Samples
Sample
Description
TPM
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
132.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
59.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
51.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
41.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
40.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
40.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
39.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
37.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
37.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
35.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
34.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
34.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
32.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
31.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
31.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
31.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
31.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
31.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
30.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
30.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
30.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
29.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
29.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
29.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
28.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
28.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
27.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
27.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
27.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
27.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
26.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
26.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
26.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
25.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
24.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
24.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
24.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
24.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
24.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
23.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
23.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
23.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
23.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
23.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
23.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
23.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
23.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
22.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
22.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
21.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
21.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
21.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
21.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
21.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
21.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
21.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
21.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
21.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
21.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
20.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
20.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
20.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
20.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
20.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
20.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
20.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
20.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
20.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
20.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
20.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
19.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
19.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
19.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
19.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
19.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
19.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
19.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
19.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
19.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
19.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
19.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
19.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
19.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
18.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
18.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
18.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
18.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
18.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
18.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
18.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
18.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
17.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
17.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
17.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
17.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
17.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
17.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
17.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
17.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
16.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
16.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
16.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
16.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
16.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
16.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
16.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
16.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
15.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
15.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
15.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
15.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
15.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
15.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
15.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
15.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
15.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
15.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
15.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
14.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
14.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
14.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
14.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
14.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
14.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
14.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
14.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
14.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
13.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
13.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
13.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
13.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
13.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
13.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
13.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
13.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
13.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
13.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
13.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
12.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
12.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
12.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
12.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
12.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
12.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
12.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
12.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
12.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
12.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
12.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
11.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
11.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
11.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
11.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
11.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
11.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
10.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
10.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
10.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
10.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
10.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
10.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
10.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
10.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
9.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
9.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
9.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
9.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
9.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
8.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
8.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
8.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
8.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
7.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
7.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
7.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
7.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
7.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
7.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
6.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
6.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
6.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
6.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
5.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
5.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
5.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
5.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
5.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
5.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
5.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
5.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
4.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
4.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
4.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
3.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
2.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
2.4
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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
