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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.
ZNF576 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
14.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
28.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
28.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
26.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
26.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
24.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
23.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
23.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
22.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
22.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
22.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
22.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
21.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
21.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
21.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
21.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
21.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
20.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
20.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
20.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
19.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
19.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
19.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
19.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
19.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
19.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
18.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
18.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
18.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
18.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
18.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
18.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
18.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
18.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
18.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
18.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
18.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
18.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
18.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
18.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
18.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
18.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
18.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
17.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
17.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
17.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
17.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
17.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
17.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
17.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
17.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
17.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
17.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
17.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
17.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
17.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
17.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
17.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
16.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
16.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
16.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
16.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
16.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
16.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
16.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
16.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
16.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
16.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
16.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
16.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
16.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
16.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
16.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
16.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
16.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
16.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
16.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
16.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
16.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
16.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
16.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
16.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
16.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
15.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
15.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
15.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
15.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
15.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
15.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
15.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
15.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
15.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
15.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
15.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
15.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
15.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
15.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
15.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
15.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
15.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
15.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
14.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
14.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
14.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
14.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
14.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
14.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
14.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
14.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
14.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
14.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
14.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
14.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
14.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
14.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
14.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
14.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
14.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
14.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
14.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
14.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
14.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
14.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
14.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
13.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
13.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
13.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
13.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
13.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
13.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
13.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
13.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
13.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
13.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
13.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
13.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
13.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
13.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
13.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
13.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
13.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
13.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
13.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
13.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
13.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
13.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
13.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
13.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
13.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
13.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
13.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
13.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
13.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
12.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
12.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
12.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
12.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
12.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
12.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
12.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
12.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
12.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
12.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
12.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
12.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
12.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
12.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
12.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
12.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
12.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
12.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
11.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
11.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
11.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
11.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
11.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
11.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
11.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
11.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
11.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
11.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
11.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
11.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
11.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
11.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
11.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
11.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
11.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
11.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
11.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
11.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
11.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
11.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
11.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
11.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
11.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
11.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
11.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
11.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
11.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
11.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
11.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
11.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
11.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
10.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
10.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
10.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
10.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
10.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
10.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
10.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
10.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
10.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
10.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
10.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
10.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
10.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
10.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
10.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
10.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
10.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
10.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
10.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
10.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
10.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
10.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
10.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
9.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
9.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
9.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
9.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
9.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
9.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
9.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
9.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
9.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
9.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
9.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
9.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
9.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
9.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
9.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
9.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
9.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
9.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
9.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
9.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
8.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
8.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
7.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
7.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
6.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 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.
ZNF576 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
11.0
Number of samples
486
Samples
Sample
Description
TPM
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
29.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
24.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
24.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
24.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
23.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
23.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
22.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
20.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
19.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
19.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
19.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
18.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
18.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
17.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
17.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
17.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
17.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
17.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
16.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
16.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
16.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
16.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
16.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
16.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
16.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
16.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
16.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
16.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
16.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
16.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
16.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
16.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
16.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
15.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
15.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
15.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
15.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
15.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
15.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
15.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
15.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
15.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
15.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
15.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
15.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
15.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
14.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
14.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
14.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
14.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
14.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
14.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
14.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
14.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
14.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
14.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
14.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
14.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
14.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
14.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
14.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
14.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
14.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
14.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
14.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
14.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
14.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
14.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
14.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
14.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
14.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
14.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
13.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
13.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
13.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
13.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
13.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
13.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
13.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
13.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
13.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
13.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
13.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
13.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
13.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
13.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
13.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
13.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
13.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
13.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
13.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
13.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
13.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
13.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
13.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
13.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
13.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
13.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
13.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
13.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
13.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
13.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
13.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
13.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
12.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
12.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
12.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
12.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
12.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
12.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
12.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
12.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
12.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
12.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
12.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
12.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
12.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
12.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
12.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
12.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
12.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
12.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
12.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
12.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
12.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
12.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
12.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
12.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
12.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
12.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
12.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
12.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
12.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
12.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
12.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
12.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
12.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
12.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
12.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
12.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
12.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
12.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
12.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
12.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
12.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
12.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
12.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
12.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
12.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
12.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
12.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
12.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
12.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
12.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
12.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
12.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
12.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
12.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
12.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
11.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
11.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
11.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
11.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
11.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
11.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
11.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
11.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
11.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
11.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
11.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
11.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
11.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
11.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
11.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
11.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
11.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
11.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
11.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
11.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
11.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
11.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
11.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
11.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
11.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
11.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
11.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
11.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
11.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
11.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
11.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
11.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
11.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
11.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
11.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
11.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
11.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
11.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
11.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
11.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
11.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
11.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
11.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
11.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
11.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
11.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
11.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
11.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
11.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
11.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
11.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
11.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
11.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
11.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
11.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
11.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
11.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
11.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
11.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
11.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
11.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
11.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
11.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
11.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
11.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
11.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
11.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
11.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
11.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
11.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
11.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
10.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
10.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
10.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
10.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
10.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
10.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
10.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
10.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
10.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
10.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
10.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
10.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
10.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
10.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
10.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
10.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
10.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
10.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
10.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
10.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
10.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
10.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
10.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
10.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
10.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
10.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
10.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
10.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
10.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
10.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
10.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
10.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
10.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
10.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
10.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
10.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
10.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
10.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
10.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
10.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
10.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
10.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
10.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
10.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
10.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
10.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
10.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
10.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
10.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
10.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
10.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
9.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
9.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
9.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
9.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
9.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
9.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
9.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
9.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
9.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
9.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
9.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
9.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
9.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
9.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
9.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
9.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
9.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
9.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
9.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
9.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
9.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
9.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
9.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
9.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
9.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
9.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
9.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
9.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
9.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
9.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
9.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
9.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
9.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
9.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
9.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
9.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
9.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
9.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
9.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
9.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
9.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
9.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
9.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
9.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
9.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
9.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
9.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
9.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
9.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
9.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
9.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
9.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
9.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
9.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
9.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
9.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
9.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
9.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
9.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
9.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
9.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
9.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
9.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
9.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
9.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
9.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
9.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
8.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
8.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
8.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
8.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
8.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
8.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
8.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
8.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
8.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
8.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
8.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
8.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
8.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
8.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
8.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
8.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
8.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
8.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
8.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
8.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
8.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
8.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
8.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
8.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
8.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
8.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
8.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
8.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
8.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
8.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
8.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
8.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
8.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
8.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
8.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
8.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
8.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
8.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
8.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
8.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
8.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
8.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
8.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
8.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
8.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
8.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
8.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
8.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
8.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
8.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
8.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
8.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
8.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
8.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
8.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
8.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
8.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
8.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
8.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
7.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
7.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
7.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
7.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
7.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
7.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
7.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
7.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
7.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
7.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
7.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
7.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
7.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
7.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
7.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
7.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
7.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
7.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
7.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
7.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
7.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
7.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
7.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
7.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
7.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
7.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
7.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
7.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
7.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
7.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
7.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
7.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
7.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
7.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
7.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
7.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
7.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
7.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
7.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
7.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
7.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
7.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
7.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
7.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
7.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
7.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
6.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
6.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
6.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
6.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
6.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
6.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
6.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
6.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
6.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
6.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
6.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
5.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
5.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
5.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
5.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
5.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
5.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
5.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
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.
ZNF576 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
13.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
26.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
26.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
24.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
23.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
21.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
21.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
20.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
19.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
19.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
18.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
18.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
18.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
18.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
17.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
17.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
17.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
16.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
16.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
16.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
16.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
16.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
15.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
15.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
15.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
15.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
15.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
15.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
15.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
14.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
14.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
14.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
14.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
14.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
14.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
14.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
14.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
14.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
14.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
14.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
13.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
13.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
13.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
13.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
13.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
13.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
13.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
12.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
12.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
12.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
12.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
12.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
12.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
12.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
12.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
12.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
12.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
11.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
11.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
11.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
11.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
11.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
11.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
11.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
11.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
11.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
10.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
10.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
10.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
10.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
10.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
10.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
10.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
10.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
10.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
9.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
9.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
9.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
9.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
9.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
9.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
9.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
9.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
9.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
9.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
8.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
7.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 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.
ZNF576 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
11.0
Number of samples
207
Samples
Sample
Description
TPM
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
23.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
18.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
18.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
17.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
16.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
16.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
16.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
16.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
16.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
15.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
15.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
15.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
15.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
15.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
15.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
15.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
15.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
15.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
14.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
14.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
14.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
14.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
14.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
14.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
14.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
14.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
14.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
13.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
13.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
13.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
13.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
13.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
13.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
13.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
13.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
13.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
13.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
13.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
13.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
13.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
13.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
13.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
12.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
12.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
12.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
12.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
12.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
12.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
12.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
12.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
12.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
12.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
12.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
12.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
12.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
12.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
12.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
12.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
12.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
12.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
12.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
12.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
12.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
12.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
12.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
12.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
11.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
11.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
11.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
11.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
11.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
11.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
11.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
11.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
11.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
11.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
11.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
11.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
11.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
11.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
11.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
11.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
11.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
11.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
11.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
11.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
11.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
11.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
11.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
11.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
11.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
11.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
11.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
11.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
11.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
11.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
11.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
11.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
11.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
11.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
11.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
10.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
10.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
10.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
10.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
10.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
10.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
10.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
10.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
10.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
10.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
10.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
10.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
10.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
10.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
10.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
10.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
10.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
10.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
10.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
10.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
10.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
10.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
10.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
10.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
10.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
9.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
9.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
9.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
9.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
9.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
9.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
9.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
9.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
9.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
9.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
9.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
9.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
9.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
9.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
9.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
9.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
9.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
9.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
9.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
9.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
9.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
9.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
9.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
9.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
9.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
9.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
8.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
8.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
8.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
8.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
8.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
8.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
8.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
8.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
8.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
8.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
8.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
8.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
8.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
8.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
8.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
8.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
8.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
8.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
8.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
8.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
8.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
7.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
7.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
7.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
7.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
7.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
7.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
7.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
7.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
7.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
7.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
7.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
7.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
7.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
7.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
7.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
7.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
6.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
6.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
6.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
6.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
6.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
6.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
5.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
4.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
