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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.
ZNF431 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
3.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
13.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
12.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
11.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
11.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
9.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
9.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
8.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
6.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
6.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
6.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
5.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
5.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
5.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
5.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
5.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
5.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
4.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
4.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
4.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
4.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
4.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
4.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
4.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
4.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
4.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
4.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
4.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
4.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
4.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
4.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
4.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
4.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
4.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
4.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
4.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
4.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
4.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
4.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
4.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
3.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
3.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
3.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
3.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
3.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
3.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
3.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
3.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
3.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
3.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
3.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
3.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
3.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
3.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
3.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
3.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
3.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
3.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
3.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
3.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
3.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
3.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
3.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
3.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
3.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
3.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
3.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
3.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
3.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
3.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
3.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
3.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
3.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
3.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
3.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
3.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
3.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
3.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
3.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
3.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
3.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
3.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
3.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
3.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
3.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
3.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
3.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
3.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
3.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
3.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
3.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
3.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
3.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
3.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
3.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
3.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
3.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
3.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
3.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
3.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
3.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
3.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
3.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
3.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
3.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
3.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
3.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
3.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
2.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
2.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
2.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
2.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
2.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
2.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
2.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
2.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
2.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
2.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
2.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
2.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
2.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
2.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
2.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
2.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
2.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
2.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
2.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
2.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
2.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
2.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
2.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
2.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
2.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
2.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
2.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
2.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
2.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
2.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
2.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
2.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
2.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
2.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
2.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
2.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
2.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
2.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
2.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
2.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
2.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
2.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
2.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
2.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
2.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
2.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
2.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
2.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
2.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
2.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
2.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
2.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
2.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
2.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
2.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
2.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
2.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
2.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
2.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
2.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
2.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
2.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
2.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
2.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
2.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
2.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
2.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
2.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
2.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
2.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
2.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
2.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
2.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
2.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
2.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
2.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
2.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
2.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
2.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
2.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
2.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
2.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
2.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
2.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
2.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
2.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
2.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
2.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
2.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
2.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
1.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
1.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
1.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
1.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
1.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
1.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
1.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
1.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
1.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
1.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
1.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
1.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
1.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
1.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
1.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
1.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
1.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
1.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
1.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
1.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
1.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
1.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
1.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
1.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
1.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
1.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
1.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
1.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
1.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
1.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
1.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
1.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
1.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
1.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
1.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
1.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
1.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
1.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
1.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
1.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 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.
ZNF431 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
10.8
Number of samples
486
Samples
Sample
Description
TPM
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
21.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
19.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
19.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
19.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
19.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
18.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
18.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
18.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
17.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
17.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
17.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
17.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
17.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
17.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
17.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
17.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
17.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
16.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
16.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
16.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
16.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
16.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
16.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
16.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
16.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
15.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
15.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
15.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
15.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
15.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
15.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
15.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
15.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
15.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
15.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
15.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
15.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
14.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
14.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
14.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
14.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
14.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
14.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
14.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
14.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
14.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
14.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
14.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
14.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
14.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
14.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
14.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
14.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
14.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
14.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
14.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
14.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
14.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
14.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
14.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
14.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
14.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
14.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
13.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
13.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
13.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
13.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
13.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
13.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
13.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
13.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
13.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
13.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
13.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
13.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
13.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
13.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
13.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
13.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
13.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
13.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
13.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
13.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
13.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
13.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
13.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
13.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
13.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
13.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
13.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
13.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
13.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
13.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
13.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
13.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
13.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
13.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
12.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
12.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
12.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
12.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
12.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
12.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
12.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
12.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
12.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
12.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
12.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
12.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
12.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
12.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
12.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
12.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
12.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
12.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
12.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
12.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
12.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
12.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
12.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
12.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
12.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
12.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
12.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
12.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
12.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
12.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
12.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
12.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
12.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
12.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
12.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
12.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
12.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
12.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
12.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
12.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
12.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
12.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
12.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
12.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
12.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
12.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
11.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
11.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
11.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
11.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
11.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
11.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
11.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
11.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
11.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
11.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
11.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
11.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
11.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
11.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
11.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
11.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
11.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
11.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
11.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
11.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
11.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
11.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
11.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
11.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
11.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
11.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
11.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
11.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
11.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
11.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
11.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
11.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
11.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
11.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
11.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
11.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
11.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
11.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
11.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
11.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
11.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
11.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
11.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
11.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
11.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
11.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
11.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
11.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
11.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
11.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
11.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
11.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
11.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
11.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
11.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
11.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
11.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
11.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
11.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
11.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
11.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
11.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
11.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
10.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
10.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
10.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
10.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
10.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
10.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
10.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
10.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
10.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
10.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
10.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
10.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
10.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
10.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
10.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
10.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
10.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
10.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
10.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
10.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
10.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
10.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
10.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
10.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
10.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
10.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
10.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
10.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
10.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
10.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
10.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
10.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
10.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
10.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
10.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
10.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
10.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
10.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
10.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
10.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
10.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
10.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
10.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
10.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
10.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
10.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
10.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
10.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
10.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
10.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
10.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
10.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
10.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
10.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
10.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
10.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
10.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
10.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
10.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
10.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
10.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
10.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
10.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
10.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
10.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
10.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
10.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
10.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
10.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
10.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
9.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
9.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
9.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
9.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
9.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
9.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
9.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
9.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
9.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
9.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
9.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
9.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
9.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
9.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
9.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
9.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
9.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
9.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
9.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
9.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
9.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
9.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
9.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
9.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
9.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
9.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
9.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
9.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
9.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
9.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
9.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
9.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
9.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
9.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
9.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
9.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
9.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
9.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
9.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
9.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
9.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
9.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
9.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
9.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
9.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
9.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
9.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
9.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
9.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
9.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
9.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
9.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
9.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
9.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
9.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
9.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
9.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
9.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
9.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
9.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
9.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
9.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
9.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
9.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
9.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
9.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
9.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
9.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
9.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
9.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
9.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
8.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
8.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
8.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
8.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
8.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
8.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
8.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
8.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
8.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
8.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
8.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
8.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
8.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
8.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
8.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
8.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
8.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
8.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
8.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
8.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
8.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
8.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
8.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
8.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
8.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
8.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
8.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
8.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
8.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
8.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
8.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
8.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
8.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
8.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
8.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
8.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
8.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
8.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
8.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
8.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
8.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
8.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
8.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
8.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
8.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
8.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
8.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
8.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
8.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
8.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
8.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
8.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
8.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
8.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
8.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
8.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
7.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
7.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
7.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
7.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
7.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
7.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
7.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
7.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
7.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
7.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
7.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
7.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
7.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
7.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
7.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
7.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
7.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
7.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
7.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
7.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
7.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
7.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
7.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
7.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
7.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
7.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
7.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
7.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
7.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
7.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
7.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
7.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
7.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
7.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
7.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
7.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
7.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
7.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
7.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
7.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
7.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
7.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
7.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
7.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
6.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
6.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
6.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
6.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
6.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
6.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
6.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
6.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
6.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
6.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
6.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
6.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
6.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
6.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
5.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
5.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
5.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
5.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
5.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
5.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
5.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
5.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
3.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.1
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.
ZNF431 is validated prognostic, high expression is favorable in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
2.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
6.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
5.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
5.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
4.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
4.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
4.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
4.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
4.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
4.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
4.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
4.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
4.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
4.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
4.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
4.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
4.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
3.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
3.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
3.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
3.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
3.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
3.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
3.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
3.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
3.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
3.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
3.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
3.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
3.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
3.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
3.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
3.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
3.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
3.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
3.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
3.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
3.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
3.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
3.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
3.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
2.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
2.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
2.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
2.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
2.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
2.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
2.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
2.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
2.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
2.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
2.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
2.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
2.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
2.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
2.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
2.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
2.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
2.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
2.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
2.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
2.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
2.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
2.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
2.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
2.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
2.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
1.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
1.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
1.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
1.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
1.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
1.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
1.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
1.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
1.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
1.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
1.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
1.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
1.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
1.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
1.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
1.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZNF431 is validated prognostic, high expression is favorable 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
10.5
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
30.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
20.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
18.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
17.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
17.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
17.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
16.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
16.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
16.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
16.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
16.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
15.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
14.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
14.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
14.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
14.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
14.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
14.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
14.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
14.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
14.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
14.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
14.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
14.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
13.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
13.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
13.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
13.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
13.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
13.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
13.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
13.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
13.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
13.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
13.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
12.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
12.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
12.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
12.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
12.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
12.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
12.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
12.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
12.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
12.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
12.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
12.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
12.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
12.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
12.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
12.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
11.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
11.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
11.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
11.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
11.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
11.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
11.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
11.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
11.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
11.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
11.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
11.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
11.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
11.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
11.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
11.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
11.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
11.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
11.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
11.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
11.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
11.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
11.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
10.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
10.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
10.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
10.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
10.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
10.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
10.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
10.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
10.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
10.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
10.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
10.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
10.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
10.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
10.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
10.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
10.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
10.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
10.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
10.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
10.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
10.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
10.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
10.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
10.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
10.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
10.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
10.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
10.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
10.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
10.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
10.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
10.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
10.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
10.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
10.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
10.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
9.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
9.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
9.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
9.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
9.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
9.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
9.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
9.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
9.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
9.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
9.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
9.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
9.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
9.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
9.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
9.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
9.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
9.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
9.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
9.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
9.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
9.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
9.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
9.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
9.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
9.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
8.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
8.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
8.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
8.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
8.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
8.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
8.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
8.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
8.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
8.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
8.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
8.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
8.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
8.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
8.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
8.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
8.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
8.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
8.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
8.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
8.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
8.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
8.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
8.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
8.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
8.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
8.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
8.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
8.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
8.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
8.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
7.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
7.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
7.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
7.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
7.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
7.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
7.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
7.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
7.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
7.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
7.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
7.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
7.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
7.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
7.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
7.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
7.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
7.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
6.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
6.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
6.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
6.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
6.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
6.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
6.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
6.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
5.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
5.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
5.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
5.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
5.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
4.5
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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.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
