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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.
ZNF66 is potential prognostic, high expression is unfavorable 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
4.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
55.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
39.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
22.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
19.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
19.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
10.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
9.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
9.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
9.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
8.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
8.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
8.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
8.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
8.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
7.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
7.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
7.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
7.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
7.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
7.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
7.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
7.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
7.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
6.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
6.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
6.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
6.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
6.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
6.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
6.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
6.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
6.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
6.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
6.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
6.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
6.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
6.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
6.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
5.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
5.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
5.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
5.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
5.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
5.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
5.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
5.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
5.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
5.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
5.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
5.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
5.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
5.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
5.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
5.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
5.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
5.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
5.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
5.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
5.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
5.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
5.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
4.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
4.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
4.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
4.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
4.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
4.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
4.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
4.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
4.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
4.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
4.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
4.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
4.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
4.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
4.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
4.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
4.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
4.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
4.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
4.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
4.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
4.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
4.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
4.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
4.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
4.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
4.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
4.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
4.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
4.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
4.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
4.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
4.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
4.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
4.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
4.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
4.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
4.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
4.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
4.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
3.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
3.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
3.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
3.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
3.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
3.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
3.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
3.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
3.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
3.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
3.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
3.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
3.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
3.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
3.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
3.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
3.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
3.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
3.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
3.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
3.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
3.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
3.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
3.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
3.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
3.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
3.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
3.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
3.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
3.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
3.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
3.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
3.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
3.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
3.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
3.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
3.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
3.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
3.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
3.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
3.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
3.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
3.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
3.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
3.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
3.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
2.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
2.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
2.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
2.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
2.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
2.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
2.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
2.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
2.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
2.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
2.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
2.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
2.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
2.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
2.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
2.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
2.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
2.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
2.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
2.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
2.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
2.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
2.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
2.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
2.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
2.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
2.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
2.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
2.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
2.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
2.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
2.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
2.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
2.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
2.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
2.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
2.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
2.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
2.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
2.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
2.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
2.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
2.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
2.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
2.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
2.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
2.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
2.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
2.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
2.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
2.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
2.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
2.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
2.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
2.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
2.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
2.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
1.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
1.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
1.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
1.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
1.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
1.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
1.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
1.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
1.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
1.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
1.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
1.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
1.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
1.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
1.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
1.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
1.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
1.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
1.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
1.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
1.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
1.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
1.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
1.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
1.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
1.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
1.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
0.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
0.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
0.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
0.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
0.5
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.
ZNF66 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
31.9
Number of samples
486
Samples
Sample
Description
TPM
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
85.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
82.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
76.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
75.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
75.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
72.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
72.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
70.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
63.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
62.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
60.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
60.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
60.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
59.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
59.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
58.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
58.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
58.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
56.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
56.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
55.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
55.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
55.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
55.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
54.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
54.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
54.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
54.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
53.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
53.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
53.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
53.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
52.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
52.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
52.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
51.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
51.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
51.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
50.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
50.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
50.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
49.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
49.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
49.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
48.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
48.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
47.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
47.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
47.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
46.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
46.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
46.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
46.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
46.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
46.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
45.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
45.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
45.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
45.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
45.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
45.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
44.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
44.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
44.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
44.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
43.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
43.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
43.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
43.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
43.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
42.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
42.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
42.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
42.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
42.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
42.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
42.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
42.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
42.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
42.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
41.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
41.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
41.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
41.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
41.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
41.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
41.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
41.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
41.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
41.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
40.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
40.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
40.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
40.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
40.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
40.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
40.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
40.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
40.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
39.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
39.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
39.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
39.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
39.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
39.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
39.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
39.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
39.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
39.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
38.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
38.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
38.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
38.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
38.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
38.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
38.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
38.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
38.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
38.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
38.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
37.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
37.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
37.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
37.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
37.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
37.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
37.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
37.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
37.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
37.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
37.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
37.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
37.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
36.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
36.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
36.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
36.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
36.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
36.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
36.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
36.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
36.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
36.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
36.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
36.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
36.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
35.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
35.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
35.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
35.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
35.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
35.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
35.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
35.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
35.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
35.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
35.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
35.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
35.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
35.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
35.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
34.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
34.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
34.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
34.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
34.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
34.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
34.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
34.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
34.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
34.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
34.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
33.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
33.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
33.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
33.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
33.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
33.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
33.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
33.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
33.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
33.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
33.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
32.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
32.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
32.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
32.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
32.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
32.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
32.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
32.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
32.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
32.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
32.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
31.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
31.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
31.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
31.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
31.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
31.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
31.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
31.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
31.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
31.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
31.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
31.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
31.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
31.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
31.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
31.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
31.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
31.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
31.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
31.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
31.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
31.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
31.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
30.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
30.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
30.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
30.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
30.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
30.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
30.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
30.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
30.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
30.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
30.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
30.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
30.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
30.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
30.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
30.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
30.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
30.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
30.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
30.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
30.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
30.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
30.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
30.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
30.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
29.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
29.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
29.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
29.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
29.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
29.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
29.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
29.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
29.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
29.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
29.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
29.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
29.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
29.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
29.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
29.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
29.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
29.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
29.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
29.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
29.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
29.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
29.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
28.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
28.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
28.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
28.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
28.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
28.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
28.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
28.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
28.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
28.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
28.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
28.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
28.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
28.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
28.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
28.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
28.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
28.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
28.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
27.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
27.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
27.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
27.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
27.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
27.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
27.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
27.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
27.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
27.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
27.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
27.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
27.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
27.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
27.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
27.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
27.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
27.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
27.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
26.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
26.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
26.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
26.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
26.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
26.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
26.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
26.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
26.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
26.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
26.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
26.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
26.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
26.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
26.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
26.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
25.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
25.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
25.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
25.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
25.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
25.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
25.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
25.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
25.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
25.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
25.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
25.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
25.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
25.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
25.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
25.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
25.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
25.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
25.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
25.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
25.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
25.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
25.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
25.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
24.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
24.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
24.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
24.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
24.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
24.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
24.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
24.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
24.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
24.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
24.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
24.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
24.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
24.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
24.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
24.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
24.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
24.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
24.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
23.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
23.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
23.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
23.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
23.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
23.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
23.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
23.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
23.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
23.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
23.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
23.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
23.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
23.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
23.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
23.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
22.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
22.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
22.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
22.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
22.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
22.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
22.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
22.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
22.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
22.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
22.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
22.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
22.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
22.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
22.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
22.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
22.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
22.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
21.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
21.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
21.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
21.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
21.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
21.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
21.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
21.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
21.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
21.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
21.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
21.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
21.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
21.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
21.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
21.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
21.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
21.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
21.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
20.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
20.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
20.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
20.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
20.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
20.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
20.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
20.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
20.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
20.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
20.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
20.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
20.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
19.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
19.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
19.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
19.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
19.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
19.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
19.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
19.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
19.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
18.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
18.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
18.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
18.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
18.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
18.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
18.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
18.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
17.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
17.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
17.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
17.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
17.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
17.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
17.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
17.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
17.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
17.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
17.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
17.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
16.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
16.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
16.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
16.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
16.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
15.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
15.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
15.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
15.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
14.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
14.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
14.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
14.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
14.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
14.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
14.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
13.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
11.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
11.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
10.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
10.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
10.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
2.2
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZNF66 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
3.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
9.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
9.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
8.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
8.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
7.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
7.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
6.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
6.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
6.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
6.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
6.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
6.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
6.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
5.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
5.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
5.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
5.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
5.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
5.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
5.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
4.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
4.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
4.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
4.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
4.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
4.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
4.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
4.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
4.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
4.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
4.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
4.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
3.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
3.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
3.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
3.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
3.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
3.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
3.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
3.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
3.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
3.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
3.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
3.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
3.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
3.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
3.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
3.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
3.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
3.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
2.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
2.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
2.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
2.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
2.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
2.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
2.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
2.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
2.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
2.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
2.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
2.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
2.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
2.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
2.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
2.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
2.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
2.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
2.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
2.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
2.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
2.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
2.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
2.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
1.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
1.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
1.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
1.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
1.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
1.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 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.
ZNF66 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
34.4
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
721.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
70.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
69.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
67.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
61.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
58.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
56.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
53.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
51.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
50.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
49.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
49.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
48.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
46.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
44.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
44.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
44.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
43.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
43.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
43.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
42.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
42.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
42.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
42.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
41.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
41.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
41.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
40.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
40.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
40.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
40.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
40.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
39.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
38.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
38.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
37.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
37.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
37.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
37.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
36.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
36.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
36.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
36.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
36.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
35.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
35.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
35.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
35.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
35.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
35.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
35.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
35.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
34.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
34.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
34.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
34.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
34.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
34.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
34.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
34.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
34.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
34.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
34.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
34.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
34.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
33.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
33.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
33.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
33.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
33.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
33.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
33.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
33.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
33.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
33.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
33.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
32.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
32.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
32.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
32.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
32.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
32.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
31.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
31.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
31.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
31.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
31.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
31.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
31.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
31.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
31.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
31.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
31.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
31.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
31.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
30.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
30.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
30.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
30.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
30.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
30.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
30.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
30.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
30.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
30.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
30.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
30.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
29.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
29.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
29.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
29.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
29.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
29.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
29.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
28.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
28.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
28.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
28.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
28.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
28.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
28.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
28.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
28.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
28.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
28.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
27.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
27.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
27.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
27.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
27.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
27.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
26.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
26.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
26.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
26.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
26.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
26.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
26.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
26.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
26.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
26.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
26.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
25.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
25.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
25.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
25.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
25.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
25.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
25.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
25.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
24.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
24.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
24.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
24.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
24.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
24.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
24.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
24.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
24.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
24.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
24.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
24.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
23.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
23.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
23.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
23.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
23.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
23.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
22.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
22.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
22.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
22.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
22.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
22.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
22.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
22.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
22.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
22.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
22.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
22.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
21.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
21.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
21.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
21.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
21.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
21.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
21.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
21.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
20.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
20.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
20.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
20.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
20.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
20.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
19.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
19.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
19.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
18.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
18.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
18.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
17.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
16.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
16.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
14.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
14.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
13.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
