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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.
ZFP64 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
13.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
31.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
31.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
30.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
30.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
26.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
25.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
24.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
24.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
24.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
24.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
24.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
23.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
23.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
23.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
23.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
22.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
22.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
22.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
22.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
21.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
21.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
21.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
21.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
21.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
21.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
21.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
20.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
20.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
20.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
20.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
19.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
19.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
19.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
19.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
19.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
19.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
19.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
18.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
18.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
18.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
18.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
18.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
18.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
18.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
18.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
18.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
18.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
17.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
17.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
17.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
17.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
17.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
17.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
17.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
17.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
17.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
17.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
17.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
17.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
16.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
16.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
16.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
16.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
16.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
16.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
16.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
16.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
16.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
16.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
15.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
15.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
15.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
15.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
15.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
15.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
15.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
15.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
15.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
15.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
15.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
15.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
15.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
14.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
14.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
14.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
14.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
14.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
14.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
14.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
14.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
14.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
14.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
14.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
14.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
14.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
14.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
14.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
14.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
14.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
13.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
13.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
13.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
13.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
13.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
13.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
13.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
13.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
13.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
13.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
13.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
13.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
13.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
13.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
13.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
13.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
13.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
13.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
13.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
13.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
13.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
13.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
13.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
13.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
13.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
13.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
13.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
13.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
13.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
13.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
13.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
12.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
12.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
12.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
12.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
12.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
12.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
12.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
12.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
12.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
12.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
12.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
12.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
12.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
12.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
12.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
12.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
12.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
12.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
12.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
11.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
11.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
11.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
11.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
11.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
11.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
11.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
11.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
11.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
11.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
11.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
11.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
11.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
11.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
11.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
11.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
11.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
11.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
11.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
11.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
11.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
11.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
11.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
11.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
10.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
10.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
10.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
10.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
10.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
10.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
10.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
10.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
10.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
10.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
10.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
10.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
10.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
10.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
10.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
10.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
10.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
10.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
10.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
10.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
9.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
9.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
9.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
9.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
9.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
9.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
9.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
9.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
9.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
9.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
9.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
9.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
9.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
9.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
9.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
9.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
9.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
9.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
9.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
8.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
8.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
8.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
8.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
8.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
8.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
8.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
8.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
8.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
8.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
8.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
8.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
8.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
8.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
8.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
8.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
7.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
7.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
7.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
7.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
7.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
6.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
6.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
6.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
6.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
6.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
6.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
6.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
6.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
5.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
5.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
5.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 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.
ZFP64 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
24.6
Number of samples
486
Samples
Sample
Description
TPM
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
54.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
50.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
49.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
48.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
47.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
46.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
45.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
44.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
44.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
42.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
42.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
42.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
41.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
40.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
40.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
40.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
40.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
39.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
39.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
39.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
39.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
38.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
38.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
38.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
38.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
37.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
37.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
37.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
37.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
37.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
37.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
37.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
36.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
36.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
36.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
36.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
36.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
35.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
35.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
35.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
35.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
34.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
34.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
34.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
34.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
33.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
33.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
33.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
33.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
33.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
32.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
32.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
32.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
32.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
32.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
32.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
32.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
32.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
32.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
31.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
31.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
31.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
31.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
31.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
31.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
31.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
31.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
31.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
31.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
31.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
31.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
31.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
31.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
31.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
30.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
30.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
30.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
30.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
30.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
30.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
30.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
30.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
30.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
30.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
30.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
30.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
30.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
30.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
30.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
30.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
30.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
30.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
29.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
29.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
29.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
29.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
29.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
29.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
29.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
29.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
29.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
29.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
29.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
29.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
29.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
29.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
29.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
29.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
29.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
28.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
28.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
28.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
28.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
28.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
28.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
28.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
28.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
28.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
28.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
28.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
28.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
28.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
28.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
28.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
28.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
28.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
28.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
28.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
28.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
28.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
28.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
28.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
27.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
27.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
27.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
27.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
27.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
27.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
27.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
27.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
27.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
27.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
27.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
27.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
27.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
27.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
27.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
27.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
27.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
27.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
27.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
27.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
27.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
27.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
27.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
27.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
26.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
26.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
26.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
26.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
26.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
26.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
26.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
26.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
26.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
26.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
26.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
26.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
26.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
26.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
26.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
26.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
26.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
26.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
26.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
26.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
26.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
26.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
26.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
25.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
25.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
25.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
25.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
25.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
25.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
25.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
25.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
25.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
25.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
25.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
25.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
25.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
25.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
25.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
25.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
25.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
25.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
25.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
25.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
25.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
25.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
25.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
25.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
25.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
25.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
25.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
24.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
24.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
24.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
24.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
24.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
24.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
24.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
24.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
24.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
24.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
24.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
24.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
24.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
24.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
24.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
24.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
24.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
24.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
24.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
24.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
24.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
24.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
24.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
23.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
23.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
23.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
23.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
23.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
23.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
23.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
23.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
23.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
23.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
23.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
23.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
23.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
23.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
23.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
23.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
23.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
23.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
23.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
23.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
23.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
23.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
23.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
23.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
23.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
23.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
22.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
22.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
22.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
22.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
22.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
22.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
22.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
22.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
22.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
22.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
22.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
22.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
22.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
22.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
22.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
22.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
22.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
22.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
22.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
22.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
22.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
22.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
22.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
22.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
22.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
22.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
22.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
22.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
22.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
22.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
21.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
21.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
21.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
21.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
21.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
21.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
21.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
21.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
21.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
21.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
21.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
21.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
21.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
21.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
21.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
21.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
21.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
21.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
21.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
21.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
21.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
21.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
21.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
21.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
21.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
21.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
21.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
21.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
21.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
21.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
21.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
21.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
21.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
21.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
21.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
21.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
21.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
21.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
21.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
21.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
20.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
20.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
20.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
20.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
20.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
20.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
20.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
20.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
20.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
20.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
20.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
20.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
20.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
20.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
20.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
20.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
20.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
20.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
20.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
20.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
20.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
20.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
20.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
20.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
20.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
20.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
20.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
20.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
20.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
20.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
20.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
20.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
20.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
20.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
20.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
19.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
19.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
19.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
19.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
19.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
19.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
19.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
19.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
19.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
19.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
19.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
19.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
19.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
19.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
19.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
19.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
19.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
19.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
19.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
19.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
19.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
19.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
19.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
19.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
19.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
19.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
19.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
19.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
19.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
18.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
18.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
18.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
18.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
18.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
18.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
18.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
18.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
18.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
18.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
18.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
18.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
18.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
18.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
18.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
18.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
18.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
18.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
18.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
18.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
18.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
18.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
18.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
18.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
18.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
18.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
18.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
18.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
17.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
17.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
17.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
17.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
17.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
17.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
17.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
17.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
17.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
17.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
17.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
17.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
17.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
17.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
17.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
17.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
17.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
17.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
17.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
17.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
17.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
17.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
16.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
16.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
16.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
16.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
16.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
16.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
16.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
16.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
16.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
16.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
15.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
15.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
15.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
15.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
15.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
15.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
15.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
15.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
15.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
15.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
15.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
15.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
15.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
15.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
15.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
14.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
14.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
14.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
14.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
14.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
14.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
13.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
13.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
13.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
13.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
13.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
12.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZFP64 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
14.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
36.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
26.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
25.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
24.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
24.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
23.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
21.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
21.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
20.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
20.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
20.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
20.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
19.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
19.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
19.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
19.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
18.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
17.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
17.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
17.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
17.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
17.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
17.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
16.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
16.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
16.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
16.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
16.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
16.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
16.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
16.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
16.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
15.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
15.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
15.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
15.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
15.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
15.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
15.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
14.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
14.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
14.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
14.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
14.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
14.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
14.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
13.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
13.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
13.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
13.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
13.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
13.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
13.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
13.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
13.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
13.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
13.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
13.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
12.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
12.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
12.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
12.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
12.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
12.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
11.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
11.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
11.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
11.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
11.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
10.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
10.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
10.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
10.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
10.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
10.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
9.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
9.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
9.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
8.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
8.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
8.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
8.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
7.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
7.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
5.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
5.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZFP64 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
24.8
Number of samples
207
Samples
Sample
Description
TPM
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
53.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
52.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
45.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
43.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
40.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
40.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
39.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
39.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
39.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
38.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
38.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
38.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
37.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
35.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
35.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
35.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
35.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
35.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
35.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
34.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
34.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
34.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
34.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
34.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
33.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
33.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
33.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
33.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
32.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
32.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
32.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
32.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
32.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
31.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
31.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
31.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
31.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
30.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
30.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
30.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
30.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
30.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
30.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
29.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
29.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
29.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
29.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
29.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
29.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
28.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
28.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
28.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
28.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
28.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
28.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
28.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
28.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
27.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
27.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
27.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
27.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
27.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
27.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
27.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
27.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
26.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
26.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
26.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
26.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
26.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
26.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
26.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
26.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
26.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
25.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
25.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
25.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
25.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
25.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
25.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
25.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
25.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
25.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
25.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
24.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
24.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
24.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
24.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
24.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
24.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
24.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
24.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
24.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
24.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
24.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
24.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
23.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
23.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
23.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
23.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
23.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
23.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
23.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
23.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
22.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
22.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
22.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
22.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
22.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
22.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
22.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
22.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
22.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
22.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
22.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
22.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
22.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
22.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
22.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
22.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
22.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
22.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
22.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
22.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
21.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
21.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
21.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
21.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
21.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
21.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
21.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
21.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
21.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
21.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
21.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
21.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
21.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
21.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
20.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
20.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
20.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
20.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
20.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
20.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
20.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
20.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
20.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
20.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
20.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
20.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
20.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
20.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
20.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
20.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
20.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
20.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
20.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
20.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
20.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
20.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
20.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
20.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
20.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
20.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
19.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
19.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
19.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
19.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
19.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
19.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
19.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
18.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
18.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
18.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
18.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
18.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
18.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
17.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
17.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
17.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
17.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
17.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
17.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
16.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
16.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
16.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
16.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
16.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
16.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
16.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
16.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
16.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
16.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
15.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
15.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
15.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
15.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
15.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
14.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
14.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
14.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
13.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
13.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
13.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
13.4
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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
