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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.
ZNF841 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
4.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
23.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
18.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
14.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
14.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
13.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
13.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
13.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
12.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
10.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
10.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
10.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
10.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
9.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
9.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
9.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
9.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
9.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
9.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
8.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
8.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
8.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
8.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
8.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
7.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
7.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
7.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
7.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
7.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
7.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
7.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
7.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
7.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
7.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
7.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
7.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
7.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
7.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
6.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
6.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
6.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
6.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
6.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
6.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
6.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
6.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
6.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
6.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
6.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
6.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
6.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
6.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
6.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
6.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
5.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
5.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
5.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
5.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
5.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
5.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
5.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
5.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
5.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
5.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
5.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
5.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
5.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
5.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
5.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
5.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
5.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
5.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
5.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
5.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
5.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
5.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
5.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
4.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
4.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
4.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
4.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
4.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
4.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
4.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
4.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
4.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
4.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
4.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
4.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
4.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
4.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
4.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
4.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
4.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
4.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
4.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
4.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
4.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
4.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
4.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
4.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
4.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
4.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
4.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
4.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
4.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
4.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
4.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
4.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
4.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
4.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
4.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
4.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
4.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
4.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
4.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
4.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
4.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
3.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
3.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
3.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
3.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
3.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
3.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
3.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
3.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
3.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
3.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
3.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
3.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
3.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
3.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
3.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
3.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
3.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
3.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
3.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
3.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
3.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
3.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
3.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
3.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
3.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
3.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
3.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
3.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
3.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
3.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
3.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
3.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
3.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
3.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
3.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
3.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
3.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
3.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
3.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
3.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
3.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
3.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
3.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
3.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
3.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
3.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
3.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
3.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
3.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
3.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
3.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
3.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
3.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
2.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
2.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
2.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
2.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
2.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
2.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
2.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
2.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
2.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
2.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
2.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
2.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
2.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
2.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
2.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
2.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
2.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
2.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
2.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
2.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
2.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
2.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
2.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
2.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
2.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
2.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
2.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
2.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
2.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
2.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
2.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
2.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
2.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
2.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
2.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
2.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
2.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
2.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
2.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
1.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
1.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
1.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
1.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
1.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
1.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
1.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
1.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
1.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
1.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
1.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
1.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
1.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
1.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
1.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
1.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
0.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
0.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZNF841 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
20.1
Number of samples
486
Samples
Sample
Description
TPM
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
90.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
64.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
61.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
57.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
56.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
56.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
50.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
49.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
49.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
47.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
47.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
47.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
46.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
45.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
45.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
44.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
43.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
42.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
41.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
39.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
39.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
39.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
39.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
38.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
38.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
36.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
36.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
36.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
35.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
35.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
35.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
34.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
33.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
33.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
33.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
32.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
32.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
32.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
31.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
31.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
30.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
30.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
30.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
30.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
30.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
29.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
29.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
29.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
29.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
29.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
29.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
29.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
28.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
28.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
28.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
28.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
28.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
28.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
28.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
27.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
27.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
27.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
27.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
27.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
27.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
27.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
26.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
26.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
26.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
26.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
26.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
26.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
26.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
26.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
26.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
26.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
25.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
25.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
25.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
25.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
25.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
25.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
25.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
25.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
25.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
25.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
25.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
25.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
25.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
24.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
24.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
24.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
24.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
24.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
24.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
24.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
24.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
24.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
24.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
24.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
24.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
24.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
24.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
23.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
23.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
23.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
23.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
23.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
23.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
23.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
23.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
23.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
23.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
23.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
23.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
23.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
23.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
23.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
22.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
22.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
22.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
22.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
22.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
22.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
22.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
22.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
22.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
22.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
22.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
22.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
22.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
22.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
22.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
22.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
22.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
22.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
22.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
22.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
22.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
22.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
22.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
22.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
22.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
22.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
22.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
21.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
21.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
21.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
21.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
21.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
21.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
21.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
21.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
21.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
21.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
21.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
21.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
21.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
21.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
21.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
21.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
21.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
21.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
20.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
20.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
20.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
20.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
20.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
20.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
20.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
20.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
20.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
20.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
20.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
20.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
20.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
20.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
20.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
20.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
20.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
20.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
20.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
20.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
20.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
20.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
20.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
20.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
20.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
20.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
20.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
20.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
20.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
20.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
19.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
19.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
19.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
19.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
19.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
19.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
19.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
19.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
19.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
19.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
19.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
19.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
19.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
19.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
19.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
19.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
19.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
19.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
19.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
19.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
19.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
19.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
19.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
19.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
19.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
18.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
18.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
18.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
18.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
18.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
18.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
18.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
18.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
18.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
18.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
18.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
18.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
18.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
18.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
18.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
18.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
18.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
18.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
18.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
18.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
18.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
18.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
18.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
18.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
18.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
18.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
18.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
18.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
18.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
18.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
18.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
18.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
18.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
18.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
18.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
17.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
17.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
17.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
17.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
17.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
17.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
17.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
17.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
17.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
17.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
17.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
17.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
17.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
17.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
17.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
17.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
17.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
17.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
17.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
17.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
17.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
17.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
17.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
17.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
17.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
17.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
17.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
17.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
17.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
17.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
17.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
17.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
17.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
17.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
17.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
17.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
17.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
17.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
17.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
17.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
17.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
17.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
16.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
16.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
16.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
16.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
16.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
16.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
16.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
16.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
16.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
16.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
16.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
16.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
16.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
16.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
16.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
16.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
16.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
16.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
16.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
16.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
16.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
16.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
16.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
16.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
16.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
16.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
16.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
16.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
16.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
15.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
15.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
15.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
15.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
15.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
15.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
15.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
15.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
15.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
15.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
15.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
15.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
15.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
15.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
15.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
15.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
15.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
15.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
15.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
15.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
15.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
15.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
15.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
15.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
15.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
15.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
15.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
15.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
15.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
14.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
14.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
14.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
14.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
14.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
14.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
14.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
14.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
14.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
14.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
14.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
14.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
14.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
14.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
14.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
14.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
14.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
14.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
14.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
14.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
14.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
14.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
14.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
14.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
14.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
14.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
14.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
14.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
14.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
14.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
13.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
13.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
13.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
13.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
13.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
13.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
13.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
13.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
13.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
13.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
13.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
13.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
13.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
13.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
13.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
13.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
13.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
13.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
13.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
13.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
13.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
13.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
13.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
13.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
12.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
12.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
12.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
12.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
12.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
12.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
12.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
12.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
12.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
12.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
12.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
12.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
12.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
12.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
12.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
12.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
12.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
12.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
12.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
12.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
12.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
12.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
12.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
12.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
12.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
11.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
11.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
11.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
11.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
11.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
11.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
11.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
11.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
11.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
11.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
11.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
10.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
10.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
10.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
10.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
10.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
10.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
10.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
10.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
10.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
10.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
10.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
9.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
9.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
9.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
8.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
8.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
8.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
8.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
8.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
8.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
7.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
7.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
7.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
6.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
6.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
6.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
5.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
5.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
4.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
3.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
2.0
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZNF841 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
4.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
12.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
9.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
7.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
7.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
7.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
7.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
6.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
6.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
6.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
6.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
6.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
6.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
6.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
5.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
5.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
5.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
5.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
5.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
5.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
5.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
5.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
5.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
5.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
5.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
5.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
5.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
4.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
4.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
4.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
4.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
4.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
4.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
4.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
4.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
4.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
4.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
4.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
4.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
4.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
4.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
4.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
4.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
4.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
3.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
3.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
3.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
3.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
3.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
3.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
3.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
3.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
3.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
3.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
3.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
3.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
3.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
3.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
3.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
3.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
3.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
3.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
2.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
2.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
2.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
2.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
2.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
2.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
2.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
2.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
2.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
2.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
2.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
1.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
1.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
1.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
1.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
1.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
1.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
1.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
1.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
1.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZNF841 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
19.3
Number of samples
207
Samples
Sample
Description
TPM
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
48.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
38.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
38.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
34.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
34.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
32.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
32.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
29.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
29.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
29.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
28.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
28.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
28.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
28.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
28.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
27.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
27.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
27.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
26.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
26.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
26.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
25.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
25.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
25.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
25.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
25.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
24.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
24.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
24.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
24.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
24.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
24.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
24.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
24.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
23.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
23.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
23.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
23.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
23.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
23.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
23.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
23.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
22.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
22.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
22.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
22.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
22.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
22.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
22.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
22.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
22.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
22.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
22.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
22.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
22.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
22.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
21.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
21.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
21.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
21.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
21.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
21.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
21.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
21.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
21.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
21.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
21.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
20.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
20.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
20.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
20.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
20.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
20.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
20.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
20.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
20.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
19.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
19.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
19.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
19.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
19.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
19.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
19.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
19.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
19.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
19.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
19.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
19.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
19.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
19.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
19.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
19.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
19.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
19.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
18.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
18.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
18.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
18.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
18.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
18.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
18.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
18.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
18.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
18.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
18.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
18.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
18.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
18.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
18.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
18.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
18.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
18.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
17.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
17.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
17.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
17.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
17.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
17.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
17.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
17.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
17.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
17.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
17.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
17.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
17.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
17.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
17.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
17.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
17.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
17.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
16.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
16.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
16.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
16.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
16.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
16.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
16.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
16.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
16.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
16.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
16.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
16.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
16.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
16.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
16.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
16.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
16.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
16.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
15.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
15.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
15.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
15.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
15.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
15.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
15.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
15.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
15.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
15.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
15.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
15.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
15.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
15.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
15.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
15.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
15.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
15.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
15.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
15.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
15.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
15.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
15.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
15.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
15.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
14.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
14.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
14.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
14.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
14.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
14.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
14.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
14.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
14.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
14.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
14.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
13.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
13.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
13.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
13.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
13.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
12.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
12.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
12.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
12.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
11.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
11.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
11.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
11.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
11.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
11.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
10.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
10.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
10.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
8.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
6.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
