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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.
ZNF493 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
2.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
19.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
12.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
8.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
6.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
5.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
5.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
4.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
4.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
4.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
4.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
4.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
4.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
4.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
4.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
3.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
3.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
3.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
3.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
3.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
3.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
3.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
3.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
3.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
3.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
3.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
3.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
3.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
3.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
3.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
3.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
3.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
3.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
3.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
3.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
3.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
3.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
3.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
3.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
3.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
3.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
3.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
3.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
3.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
3.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
2.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
2.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
2.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
2.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
2.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
2.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
2.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
2.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
2.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
2.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
2.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
2.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
2.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
2.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
2.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
2.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
2.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
2.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
2.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
2.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
2.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
2.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
2.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
2.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
2.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
2.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
2.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
2.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
2.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
2.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
2.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
2.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
2.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
2.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
2.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
2.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
2.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
2.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
2.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
2.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
2.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
2.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
2.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
2.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
2.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
2.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
2.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
2.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
2.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
2.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
2.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
2.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
2.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
2.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
2.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
2.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
2.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
2.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
2.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
2.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
2.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
2.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
2.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
2.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
2.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
2.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
2.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
2.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
2.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
2.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
2.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
2.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
2.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
2.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
2.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
2.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
2.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
2.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
2.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
2.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
2.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
2.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
2.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
2.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
2.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
2.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
2.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
2.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
2.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
2.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
2.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
2.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
2.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
2.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
2.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
2.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
2.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
2.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
2.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
2.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
1.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
1.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
1.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
1.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
1.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
1.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
1.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
1.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
1.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
1.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
1.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
1.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
1.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
1.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
1.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
1.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
1.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
1.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
1.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
1.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
1.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
1.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
1.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
1.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
1.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
1.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
1.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
1.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
1.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
1.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
1.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
1.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
1.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
1.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
1.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
1.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
1.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
1.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
1.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
1.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
1.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
1.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
1.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
1.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
1.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
1.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
1.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
1.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
1.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
1.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
1.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
1.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
1.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
1.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
1.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
1.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
1.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
1.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
1.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
1.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
1.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
1.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
1.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
1.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
1.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
1.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
1.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
1.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
1.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
1.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
1.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
1.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
1.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
1.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
1.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
1.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
1.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
1.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
1.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
0.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
0.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
0.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
0.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
0.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
0.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
0.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
0.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
0.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
0.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
0.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
0.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
0.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
0.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
0.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
0.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
0.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
0.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZNF493 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
14.3
Number of samples
486
Samples
Sample
Description
TPM
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
37.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
30.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
29.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
29.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
27.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
27.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
26.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
26.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
25.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
25.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
25.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
25.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
24.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
24.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
24.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
24.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
24.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
23.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
23.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
23.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
23.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
23.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
23.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
22.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
22.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
22.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
22.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
22.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
21.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
21.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
21.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
21.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
21.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
21.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
21.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
21.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
20.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
20.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
20.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
20.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
20.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
20.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
20.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
20.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
20.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
20.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
20.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
20.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
20.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
20.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
20.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
20.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
20.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
20.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
20.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
20.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
20.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
19.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
19.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
19.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
19.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
19.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
19.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
19.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
19.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
19.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
19.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
19.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
19.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
19.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
19.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
18.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
18.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
18.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
18.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
18.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
18.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
18.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
18.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
18.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
18.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
18.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
18.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
18.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
18.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
18.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
18.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
18.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
18.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
18.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
18.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
17.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
17.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
17.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
17.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
17.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
17.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
17.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
17.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
17.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
17.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
17.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
17.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
17.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
17.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
17.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
17.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
17.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
17.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
17.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
17.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
17.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
17.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
17.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
17.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
17.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
17.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
17.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
17.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
17.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
16.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
16.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
16.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
16.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
16.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
16.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
16.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
16.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
16.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
16.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
16.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
16.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
16.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
16.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
16.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
16.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
16.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
16.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
16.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
16.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
16.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
16.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
16.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
16.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
16.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
16.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
16.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
16.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
16.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
16.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
16.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
16.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
16.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
16.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
16.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
16.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
16.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
15.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
15.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
15.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
15.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
15.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
15.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
15.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
15.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
15.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
15.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
15.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
15.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
15.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
15.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
15.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
15.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
15.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
15.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
15.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
15.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
15.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
15.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
15.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
15.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
15.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
15.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
15.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
15.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
15.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
15.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
15.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
15.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
15.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
14.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
14.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
14.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
14.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
14.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
14.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
14.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
14.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
14.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
14.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
14.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
14.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
14.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
14.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
14.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
14.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
14.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
14.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
14.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
14.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
14.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
14.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
14.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
14.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
14.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
14.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
14.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
14.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
14.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
14.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
14.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
14.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
14.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
14.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
14.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
14.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
14.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
14.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
14.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
14.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
14.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
14.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
14.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
14.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
14.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
14.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
14.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
14.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
14.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
14.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
14.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
14.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
14.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
13.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
13.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
13.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
13.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
13.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
13.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
13.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
13.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
13.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
13.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
13.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
13.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
13.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
13.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
13.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
13.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
13.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
13.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
13.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
13.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
13.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
13.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
13.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
13.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
13.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
13.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
13.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
13.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
13.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
13.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
13.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
13.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
13.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
13.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
13.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
13.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
13.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
13.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
13.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
13.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
13.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
13.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
13.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
13.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
13.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
13.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
13.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
13.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
13.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
12.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
12.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
12.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
12.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
12.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
12.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
12.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
12.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
12.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
12.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
12.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
12.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
12.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
12.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
12.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
12.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
12.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
12.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
12.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
12.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
12.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
12.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
12.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
12.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
12.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
12.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
12.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
12.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
12.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
12.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
12.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
12.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
12.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
12.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
11.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
11.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
11.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
11.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
11.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
11.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
11.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
11.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
11.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
11.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
11.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
11.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
11.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
11.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
11.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
11.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
11.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
11.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
11.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
11.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
11.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
11.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
11.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
11.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
11.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
11.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
11.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
11.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
11.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
11.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
11.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
11.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
11.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
11.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
11.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
11.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
11.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
11.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
11.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
11.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
11.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
11.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
11.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
11.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
11.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
11.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
11.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
11.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
11.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
11.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
10.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
10.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
10.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
10.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
10.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
10.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
10.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
10.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
10.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
10.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
10.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
10.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
10.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
10.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
10.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
10.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
10.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
10.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
10.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
10.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
10.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
10.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
10.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
10.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
10.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
10.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
10.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
10.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
10.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
9.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
9.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
9.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
9.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
9.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
9.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
9.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
9.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
9.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
9.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
9.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
9.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
9.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
9.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
9.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
9.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
9.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
9.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
9.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
9.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
9.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
9.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
9.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
9.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
8.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
8.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
8.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
8.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
8.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
8.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
8.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
8.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
8.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
8.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
8.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
8.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
8.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
8.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
7.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
7.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
7.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
7.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
7.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
7.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
7.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
7.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
7.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
7.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
7.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
7.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
7.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
7.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
7.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
6.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
6.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
6.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
6.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
6.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
6.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
6.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
6.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
6.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
6.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
5.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
5.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
5.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
4.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
4.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
4.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
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.
ZNF493 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
2.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
5.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
4.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
4.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
4.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
4.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
3.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
3.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
3.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
3.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
3.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
3.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
3.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
3.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
3.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
3.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
3.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
3.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
3.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
3.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
3.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
3.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
3.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
2.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
2.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
2.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
2.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
2.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
2.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
2.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
2.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
2.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
2.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
2.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
2.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
2.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
2.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
2.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
2.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
2.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
2.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
2.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
2.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
2.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
2.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
2.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
2.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
2.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
2.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
2.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
2.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
2.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
2.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
2.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
1.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
1.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
1.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
1.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
1.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
1.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
1.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
1.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
1.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
1.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
1.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
1.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
1.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
1.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
1.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
1.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
1.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
1.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
1.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
1.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
1.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
1.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
1.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
0.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
0.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
0.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
0.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
0.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 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.
ZNF493 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
15.2
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
86.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
29.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
27.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
26.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
26.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
25.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
25.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
24.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
24.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
23.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
23.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
23.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
22.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
22.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
22.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
22.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
22.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
21.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
21.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
21.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
21.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
20.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
20.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
20.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
20.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
20.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
19.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
19.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
19.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
19.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
19.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
19.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
19.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
18.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
18.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
18.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
18.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
18.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
18.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
18.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
17.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
17.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
17.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
17.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
17.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
17.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
17.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
17.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
17.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
17.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
17.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
17.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
17.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
17.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
17.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
16.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
16.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
16.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
16.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
16.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
16.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
16.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
16.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
16.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
16.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
16.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
16.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
16.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
16.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
16.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
16.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
16.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
16.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
16.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
16.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
16.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
15.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
15.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
15.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
15.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
15.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
15.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
15.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
15.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
15.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
15.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
15.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
15.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
15.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
15.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
15.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
15.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
15.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
14.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
14.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
14.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
14.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
14.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
14.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
14.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
14.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
14.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
14.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
14.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
14.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
14.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
14.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
14.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
14.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
14.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
14.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
14.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
14.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
14.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
14.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
14.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
13.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
13.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
13.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
13.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
13.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
13.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
13.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
13.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
13.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
13.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
13.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
13.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
13.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
13.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
13.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
13.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
12.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
12.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
12.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
12.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
12.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
12.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
12.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
12.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
12.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
12.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
12.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
12.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
12.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
12.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
12.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
12.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
12.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
12.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
12.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
12.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
12.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
12.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
11.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
11.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
11.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
11.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
11.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
11.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
11.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
11.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
11.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
11.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
11.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
11.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
11.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
10.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
10.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
10.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
10.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
10.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
10.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
10.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
10.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
10.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
10.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
10.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
10.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
10.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
9.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
9.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
9.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
9.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
9.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
9.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
9.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
9.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
9.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
8.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
8.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
8.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
8.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
8.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
7.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
7.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
7.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
6.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
6.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
6.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
6.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
5.5
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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
