We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
ZNF322 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
7.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
22.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
22.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
20.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
19.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
17.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
16.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
15.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
15.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
15.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
14.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
14.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
14.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
12.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
12.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
12.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
12.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
12.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
12.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
11.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
11.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
11.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
11.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
11.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
11.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
11.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
10.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
10.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
10.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
10.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
10.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
10.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
10.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
10.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
10.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
10.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
10.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
9.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
9.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
9.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
9.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
9.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
9.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
9.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
9.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
9.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
9.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
9.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
9.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
9.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
9.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
9.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
9.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
9.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
9.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
9.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
8.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
8.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
8.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
8.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
8.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
8.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
8.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
8.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
8.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
8.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
8.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
8.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
8.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
8.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
8.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
8.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
8.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
8.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
8.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
8.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
8.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
8.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
8.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
8.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
8.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
8.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
8.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
8.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
8.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
8.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
8.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
8.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
8.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
8.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
8.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
8.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
8.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
7.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
7.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
7.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
7.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
7.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
7.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
7.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
7.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
7.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
7.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
7.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
7.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
7.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
7.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
7.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
7.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
7.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
7.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
7.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
7.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
7.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
7.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
7.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
7.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
7.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
7.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
7.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
7.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
7.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
7.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
7.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
7.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
7.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
7.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
7.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
7.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
7.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
7.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
7.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
7.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
6.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
6.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
6.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
6.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
6.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
6.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
6.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
6.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
6.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
6.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
6.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
6.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
6.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
6.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
6.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
6.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
6.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
6.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
6.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
6.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
6.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
6.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
6.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
6.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
6.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
6.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
6.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
6.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
6.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
6.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
6.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
6.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
6.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
6.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
6.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
6.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
6.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
6.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
6.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
6.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
6.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
6.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
6.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
6.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
6.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
5.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
5.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
5.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
5.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
5.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
5.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
5.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
5.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
5.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
5.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
5.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
5.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
5.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
5.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
5.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
5.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
5.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
5.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
5.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
5.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
5.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
5.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
5.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
5.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
5.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
5.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
5.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
5.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
5.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
5.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
5.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
5.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
5.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
5.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
5.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
5.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
5.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
5.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
5.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
5.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
4.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
4.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
4.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
4.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
4.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
4.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
4.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
4.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
4.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
4.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
4.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
4.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
3.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
3.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
3.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 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.
ZNF322 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
12.7
Number of samples
486
Samples
Sample
Description
TPM
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
31.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
26.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
25.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
23.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
22.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
22.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
21.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
21.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
20.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
20.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
20.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
20.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
19.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
19.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
19.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
19.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
19.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
19.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
19.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
18.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
18.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
18.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
18.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
18.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
18.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
18.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
18.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
18.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
18.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
17.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
17.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
17.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
17.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
17.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
17.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
17.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
17.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
17.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
16.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
16.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
16.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
16.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
16.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
16.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
16.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
16.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
16.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
16.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
16.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
16.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
16.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
16.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
15.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
15.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
15.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
15.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
15.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
15.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
15.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
15.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
15.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
15.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
15.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
15.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
15.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
15.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
15.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
15.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
15.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
15.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
15.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
15.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
15.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
15.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
15.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
15.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
15.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
15.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
15.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
15.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
15.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
15.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
15.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
15.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
15.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
15.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
15.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
15.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
15.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
15.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
14.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
14.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
14.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
14.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
14.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
14.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
14.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
14.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
14.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
14.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
14.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
14.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
14.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
14.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
14.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
14.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
14.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
14.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
14.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
14.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
14.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
14.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
14.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
14.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
14.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
14.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
14.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
14.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
14.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
14.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
14.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
14.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
14.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
14.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
14.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
14.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
14.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
14.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
14.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
14.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
14.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
14.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
14.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
14.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
14.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
14.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
14.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
14.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
14.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
14.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
14.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
14.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
14.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
14.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
14.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
14.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
14.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
14.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
14.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
14.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
14.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
14.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
14.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
13.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
13.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
13.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
13.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
13.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
13.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
13.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
13.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
13.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
13.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
13.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
13.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
13.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
13.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
13.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
13.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
13.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
13.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
13.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
13.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
13.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
13.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
13.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
13.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
13.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
13.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
13.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
13.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
13.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
13.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
13.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
13.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
13.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
13.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
13.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
13.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
13.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
13.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
13.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
13.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
13.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
13.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
13.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
13.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
13.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
13.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
12.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
12.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
12.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
12.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
12.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
12.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
12.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
12.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
12.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
12.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
12.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
12.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
12.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
12.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
12.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
12.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
12.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
12.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
12.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
12.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
12.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
12.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
12.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
12.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
12.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
12.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
12.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
12.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
12.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
12.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
12.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
12.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
12.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
12.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
12.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
12.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
12.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
12.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
12.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
12.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
12.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
12.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
12.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
12.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
12.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
12.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
12.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
12.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
12.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
12.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
12.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
12.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
12.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
12.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
12.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
12.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
12.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
12.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
12.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
12.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
12.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
12.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
12.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
12.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
12.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
12.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
12.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
11.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
11.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
11.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
11.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
11.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
11.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
11.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
11.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
11.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
11.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
11.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
11.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
11.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
11.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
11.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
11.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
11.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
11.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
11.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
11.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
11.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
11.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
11.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
11.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
11.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
11.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
11.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
11.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
11.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
11.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
11.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
11.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
11.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
11.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
11.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
11.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
11.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
11.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
11.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
11.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
11.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
11.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
11.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
11.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
11.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
11.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
11.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
11.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
11.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
11.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
11.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
11.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
11.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
11.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
11.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
11.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
11.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
11.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
11.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
11.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
11.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
11.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
11.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
11.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
11.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
11.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
11.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
11.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
11.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
11.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
11.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
11.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
11.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
11.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
10.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
10.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
10.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
10.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
10.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
10.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
10.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
10.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
10.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
10.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
10.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
10.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
10.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
10.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
10.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
10.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
10.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
10.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
10.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
10.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
10.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
10.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
10.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
10.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
10.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
10.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
10.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
10.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
10.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
10.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
10.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
10.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
10.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
10.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
10.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
10.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
10.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
10.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
10.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
10.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
10.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
10.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
10.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
10.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
10.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
10.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
10.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
10.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
10.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
10.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
10.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
10.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
10.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
10.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
10.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
10.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
9.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
9.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
9.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
9.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
9.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
9.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
9.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
9.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
9.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
9.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
9.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
9.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
9.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
9.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
9.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
9.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
9.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
9.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
9.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
9.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
9.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
9.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
9.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
9.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
9.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
9.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
9.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
9.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
9.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
9.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
9.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
9.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
9.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
9.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
9.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
9.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
9.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
9.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
9.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
9.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
8.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
8.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
8.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
8.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
8.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
8.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
8.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
8.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
8.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
8.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
8.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
8.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
8.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
8.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
8.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
8.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
8.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
8.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
8.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
7.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
7.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
7.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
7.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
7.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
7.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
6.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
6.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
6.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
5.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
5.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
5.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
4.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZNF322 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
8.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
16.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
15.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
14.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
13.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
13.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
13.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
12.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
12.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
11.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
11.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
11.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
11.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
11.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
10.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
10.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
10.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
10.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
10.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
10.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
10.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
10.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
10.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
10.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
10.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
10.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
10.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
9.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
9.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
9.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
9.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
9.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
9.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
9.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
9.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
9.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
8.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
8.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
8.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
8.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
8.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
8.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
8.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
8.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
8.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
8.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
8.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
8.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
8.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
7.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
7.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
7.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
7.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
7.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
7.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
7.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
7.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
7.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
7.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
7.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
7.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
6.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
6.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
6.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
6.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
6.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
6.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
6.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
6.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
6.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
6.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
6.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
6.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
5.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
5.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
5.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
5.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
5.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
4.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
4.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
3.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
3.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.7
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.
ZNF322 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
12.7
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
24.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
23.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
22.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
21.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
21.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
20.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
19.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
19.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
19.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
19.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
18.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
18.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
17.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
17.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
17.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
17.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
17.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
17.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
17.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
16.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
16.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
16.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
16.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
16.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
16.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
16.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
16.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
16.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
16.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
15.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
15.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
15.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
15.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
15.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
15.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
15.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
15.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
15.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
15.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
15.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
15.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
15.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
14.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
14.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
14.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
14.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
14.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
14.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
14.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
14.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
14.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
14.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
14.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
14.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
14.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
14.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
14.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
13.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
13.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
13.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
13.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
13.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
13.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
13.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
13.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
13.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
13.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
13.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
13.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
13.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
13.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
13.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
13.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
13.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
13.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
13.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
13.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
13.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
13.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
13.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
13.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
13.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
13.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
13.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
12.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
12.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
12.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
12.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
12.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
12.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
12.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
12.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
12.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
12.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
12.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
12.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
12.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
12.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
12.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
12.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
12.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
12.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
12.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
12.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
12.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
12.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
12.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
12.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
12.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
12.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
12.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
12.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
12.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
12.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
12.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
11.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
11.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
11.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
11.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
11.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
11.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
11.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
11.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
11.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
11.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
11.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
11.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
11.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
11.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
11.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
11.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
11.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
11.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
11.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
11.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
11.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
11.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
11.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
11.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
11.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
10.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
10.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
10.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
10.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
10.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
10.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
10.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
10.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
10.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
10.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
10.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
10.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
10.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
10.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
10.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
10.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
10.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
10.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
10.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
10.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
10.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
10.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
10.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
10.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
10.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
10.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
10.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
10.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
9.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
9.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
9.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
9.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
9.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
9.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
9.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
9.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
9.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
9.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
9.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
8.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
8.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
8.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
8.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
8.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
8.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
8.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
7.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
7.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
7.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
5.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
5.0
Show allShow less
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
