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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZW10 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
10.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
27.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
27.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
20.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
20.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
20.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
20.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
19.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
18.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
17.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
16.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
16.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
16.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
15.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
15.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
15.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
15.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
15.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
15.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
14.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
14.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
14.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
14.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
14.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
14.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
14.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
14.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
14.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
14.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
14.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
14.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
13.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
13.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
13.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
13.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
13.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
13.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
13.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
13.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
13.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
13.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
13.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
13.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
13.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
13.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
13.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
13.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
13.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
12.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
12.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
12.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
12.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
12.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
12.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
12.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
12.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
12.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
12.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
12.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
12.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
12.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
12.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
12.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
12.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
12.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
12.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
12.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
12.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
11.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
11.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
11.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
11.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
11.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
11.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
11.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
11.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
11.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
11.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
11.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
11.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
11.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
11.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
11.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
11.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
11.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
11.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
11.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
11.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
11.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
11.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
11.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
11.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
11.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
11.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
11.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
11.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
11.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
11.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
11.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
10.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
10.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
10.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
10.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
10.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
10.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
10.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
10.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
10.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
10.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
10.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
10.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
10.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
10.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
10.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
10.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
10.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
10.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
10.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
10.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
10.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
10.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
10.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
10.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
10.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
10.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
10.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
10.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
10.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
10.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
9.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
9.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
9.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
9.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
9.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
9.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
9.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
9.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
9.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
9.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
9.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
9.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
9.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
9.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
9.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
9.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
9.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
9.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
9.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
9.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
9.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
9.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
9.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
9.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
9.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
9.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
9.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
9.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
9.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
9.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
9.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
9.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
9.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
9.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
9.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
9.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
9.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
9.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
9.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
9.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
8.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
8.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
8.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
8.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
8.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
8.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
8.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
8.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
8.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
8.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
8.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
8.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
8.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
8.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
8.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
8.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
8.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
8.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
8.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
8.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
8.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
8.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
8.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
8.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
8.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
8.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
8.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
8.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
8.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
7.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
7.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
7.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
7.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
7.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
7.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
7.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
7.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
7.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
7.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
7.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
7.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
7.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
7.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
7.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
7.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
7.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
7.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
7.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
6.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
6.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
6.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
6.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
6.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
6.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
6.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
6.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
6.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
6.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
6.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
6.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
6.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
6.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
5.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
5.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
5.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
5.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
5.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
5.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
5.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
4.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
4.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
4.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
4.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 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.
ZW10 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
12.9
Number of samples
486
Samples
Sample
Description
TPM
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
27.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
22.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
21.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
21.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
21.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
20.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
20.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
20.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
20.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
20.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
19.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
19.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
19.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
19.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
19.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
19.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
19.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
19.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
19.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
19.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
19.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
19.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
18.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
18.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
18.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
18.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
18.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
18.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
18.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
18.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
18.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
18.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
18.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
18.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
18.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
18.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
18.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
18.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
17.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
17.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
17.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
17.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
17.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
17.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
17.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
17.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
17.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
17.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
17.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
17.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
17.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
17.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
17.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
17.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
17.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
17.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
17.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
17.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
17.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
17.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
17.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
17.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
16.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
16.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
16.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
16.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
16.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
16.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
16.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
16.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
16.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
16.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
16.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
16.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
16.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
16.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
16.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
16.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
16.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
16.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
16.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
16.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
16.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
15.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
15.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
15.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
15.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
15.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
15.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
15.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
15.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
15.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
15.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
15.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
15.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
15.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
15.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
15.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
15.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
15.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
15.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
15.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
15.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
15.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
15.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
15.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
15.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
15.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
15.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
15.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
15.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
15.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
15.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
15.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
15.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
15.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
15.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
15.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
15.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
15.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
15.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
15.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
15.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
15.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
15.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
15.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
15.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
14.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
14.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
14.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
14.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
14.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
14.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
14.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
14.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
14.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
14.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
14.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
14.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
14.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
14.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
14.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
14.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
14.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
14.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
14.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
14.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
14.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
14.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
14.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
14.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
14.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
14.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
14.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
14.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
14.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
14.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
14.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
14.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
14.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
14.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
14.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
14.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
14.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
14.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
14.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
14.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
14.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
14.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
14.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
14.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
14.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
14.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
13.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
13.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
13.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
13.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
13.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
13.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
13.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
13.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
13.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
13.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
13.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
13.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
13.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
13.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
13.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
13.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
13.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
13.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
13.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
13.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
13.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
13.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
13.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
13.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
13.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
13.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
13.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
13.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
13.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
13.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
13.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
13.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
13.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
13.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
13.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
13.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
13.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
13.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
13.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
13.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
13.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
13.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
13.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
13.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
13.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
13.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
13.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
13.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
13.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
12.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
12.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
12.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
12.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
12.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
12.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
12.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
12.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
12.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
12.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
12.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
12.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
12.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
12.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
12.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
12.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
12.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
12.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
12.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
12.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
12.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
12.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
12.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
12.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
12.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
12.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
12.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
12.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
12.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
12.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
12.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
12.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
12.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
12.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
12.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
12.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
12.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
12.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
12.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
12.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
12.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
12.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
12.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
12.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
12.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
12.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
12.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
12.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
12.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
12.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
12.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
12.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
12.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
12.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
12.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
12.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
12.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
12.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
12.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
11.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
11.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
11.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
11.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
11.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
11.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
11.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
11.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
11.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
11.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
11.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
11.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
11.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
11.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
11.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
11.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
11.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
11.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
11.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
11.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
11.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
11.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
11.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
11.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
11.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
11.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
11.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
11.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
11.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
11.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
11.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
11.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
11.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
11.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
11.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
11.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
11.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
11.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
11.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
11.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
11.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
11.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
11.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
11.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
11.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
11.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
11.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
11.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
11.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
11.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
11.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
11.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
11.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
11.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
11.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
11.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
11.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
11.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
10.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
10.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
10.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
10.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
10.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
10.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
10.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
10.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
10.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
10.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
10.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
10.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
10.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
10.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
10.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
10.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
10.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
10.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
10.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
10.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
10.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
10.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
10.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
10.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
10.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
10.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
10.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
10.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
10.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
10.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
10.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
10.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
10.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
10.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
10.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
10.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
10.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
10.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
10.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
10.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
10.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
10.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
10.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
10.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
10.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
10.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
9.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
9.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
9.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
9.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
9.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
9.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
9.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
9.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
9.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
9.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
9.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
9.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
9.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
9.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
9.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
9.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
9.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
9.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
9.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
9.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
9.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
9.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
9.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
9.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
9.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
9.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
9.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
9.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
9.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
9.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
9.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
9.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
9.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
8.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
8.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
8.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
8.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
8.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
8.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
8.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
8.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
8.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
8.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
8.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
8.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
8.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
8.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
8.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
8.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
8.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
8.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
8.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
8.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
8.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
8.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
8.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
8.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
8.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
8.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
8.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
8.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
7.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
7.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
7.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
7.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
7.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
7.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
7.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
7.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
7.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
7.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
7.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
7.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
6.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
6.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
6.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
6.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
6.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
5.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
4.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
4.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
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.
ZW10 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
10.4
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
18.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
17.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
17.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
17.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
16.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
16.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
16.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
16.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
15.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
14.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
14.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
14.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
14.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
14.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
14.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
14.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
14.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
13.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
13.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
13.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
13.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
12.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
12.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
12.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
12.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
12.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
12.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
12.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
11.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
11.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
11.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
11.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
11.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
11.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
11.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
11.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
10.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
10.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
10.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
10.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
10.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
10.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
10.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
10.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
10.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
10.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
10.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
9.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
9.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
9.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
9.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
9.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
9.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
9.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
9.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
8.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
8.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
8.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
8.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
8.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
8.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
8.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
8.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
8.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
8.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
8.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
8.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
8.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
8.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
7.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
7.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
7.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
6.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
6.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
6.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
6.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
6.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
6.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
4.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
4.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.3
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.
ZW10 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
12.5
Number of samples
207
Samples
Sample
Description
TPM
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
24.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
24.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
23.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
20.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
19.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
19.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
19.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
18.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
18.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
18.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
17.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
17.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
17.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
17.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
17.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
17.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
17.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
17.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
17.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
16.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
16.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
16.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
16.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
16.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
16.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
16.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
16.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
15.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
15.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
15.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
15.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
15.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
15.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
15.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
15.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
15.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
15.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
15.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
15.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
15.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
15.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
15.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
15.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
14.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
14.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
14.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
14.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
14.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
14.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
14.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
14.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
14.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
14.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
14.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
14.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
14.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
14.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
14.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
14.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
14.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
13.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
13.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
13.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
13.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
13.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
13.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
13.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
13.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
13.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
13.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
13.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
13.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
13.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
13.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
13.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
13.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
13.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
13.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
13.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
13.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
13.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
13.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
13.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
13.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
13.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
13.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
13.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
13.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
13.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
12.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
12.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
12.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
12.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
12.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
12.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
12.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
12.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
12.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
12.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
12.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
12.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
12.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
12.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
12.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
12.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
12.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
12.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
12.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
12.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
12.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
12.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
12.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
12.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
12.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
12.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
11.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
11.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
11.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
11.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
11.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
11.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
11.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
11.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
11.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
11.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
11.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
11.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
11.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
11.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
11.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
11.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
11.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
11.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
11.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
11.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
11.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
11.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
11.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
11.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
10.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
10.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
10.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
10.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
10.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
10.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
10.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
10.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
10.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
10.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
10.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
10.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
10.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
10.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
10.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
9.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
9.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
9.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
9.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
9.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
9.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
9.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
9.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
9.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
9.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
9.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
9.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
9.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
9.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
9.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
9.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
9.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
9.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
9.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
8.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
8.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
8.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
8.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
8.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
8.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
8.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
8.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
7.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
7.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
7.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
7.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
7.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
7.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
6.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
6.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
6.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
6.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
5.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
5.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
5.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
2.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.6
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.5
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.5
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.5
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.5
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.4
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.4
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.4
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.4
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.4
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.3
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.3
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.3
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.3
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.3
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.3
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Tumor
0.3
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Tumor
0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.3
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.3
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Tumor
0.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Normal
0.2
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Normal
0.2
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Tumor
0.2
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Tumor
0.2
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Normal
0.2
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Tumor
0.2
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Tumor
0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.2
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Tumor
0.2
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Tumor
0.2
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Normal
0.2
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Tumor
0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.2
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.1
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Tumor
0.1
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Tumor
0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
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Normal
0.0
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
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Normal
0.0
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.0
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Normal
0.0
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.0
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
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Normal
0.0
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.0
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.0
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Tumor
0.0
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Tumor
0.0
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.1
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Normal
-0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
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Normal
-0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.1
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Normal
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.1
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Normal
-0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.2
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Normal
-0.2
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Tumor
-0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.2
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.2
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.3
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.3
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.3
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.3
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.3
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.5
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.5
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
