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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.
ZNRF3 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
10.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
53.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
44.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
31.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
31.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
27.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
27.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
26.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
25.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
25.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
24.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
23.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
23.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
22.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
21.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
21.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
21.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
20.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
20.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
20.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
20.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
19.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
18.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
18.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
18.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
18.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
18.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
17.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
17.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
17.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
17.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
17.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
17.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
17.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
16.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
16.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
16.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
16.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
16.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
16.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
16.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
15.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
14.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
14.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
14.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
14.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
14.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
14.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
14.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
13.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
13.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
13.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
13.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
13.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
13.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
13.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
13.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
13.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
12.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
12.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
12.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
12.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
12.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
12.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
12.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
12.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
12.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
12.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
12.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
11.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
11.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
11.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
11.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
11.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
11.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
11.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
11.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
11.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
11.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
11.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
11.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
11.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
11.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
11.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
11.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
11.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
10.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
10.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
10.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
10.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
10.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
10.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
10.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
10.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
10.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
10.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
10.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
10.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
10.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
10.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
9.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
9.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
9.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
9.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
9.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
9.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
9.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
9.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
9.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
9.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
9.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
9.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
9.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
9.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
9.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
9.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
9.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
8.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
8.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
8.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
8.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
8.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
8.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
8.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
8.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
8.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
8.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
8.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
8.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
8.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
8.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
8.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
8.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
8.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
7.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
7.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
7.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
7.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
7.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
7.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
7.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
7.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
7.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
7.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
7.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
7.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
7.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
7.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
7.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
7.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
7.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
7.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
7.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
6.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
6.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
6.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
6.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
6.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
6.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
6.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
6.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
6.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
6.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
6.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
6.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
6.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
6.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
6.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
6.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
6.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
6.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
6.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
6.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
6.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
6.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
5.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
5.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
5.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
5.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
5.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
5.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
5.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
5.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
5.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
5.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
5.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
5.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
5.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
5.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
5.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
5.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
5.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
4.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
4.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
4.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
4.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
4.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
4.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
4.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
4.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
4.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
4.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
4.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
4.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
4.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
4.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
4.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
4.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
4.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
4.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
4.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
3.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
3.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
3.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
3.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
3.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
3.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
3.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
3.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
3.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
3.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
3.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
3.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
3.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
3.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
3.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
3.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
3.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
2.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
2.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
2.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
2.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
2.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
2.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
2.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
2.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
1.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
1.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 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.
ZNRF3 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
16.1
Number of samples
486
Samples
Sample
Description
TPM
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
63.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
53.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
52.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
50.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
48.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
45.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
45.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
43.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
43.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
41.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
41.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
40.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
40.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
39.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
38.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
37.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
36.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
36.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
35.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
35.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
35.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
34.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
34.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
34.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
33.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
33.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
33.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
33.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
33.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
32.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
32.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
31.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
31.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
30.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
30.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
30.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
30.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
30.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
29.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
29.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
29.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
29.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
29.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
29.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
29.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
28.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
28.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
28.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
28.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
28.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
28.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
28.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
28.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
28.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
28.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
28.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
28.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
27.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
27.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
27.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
27.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
27.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
27.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
27.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
27.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
27.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
26.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
26.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
26.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
26.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
26.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
26.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
26.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
25.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
25.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
25.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
25.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
25.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
25.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
25.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
25.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
25.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
25.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
25.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
25.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
25.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
24.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
24.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
24.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
24.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
24.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
24.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
24.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
24.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
24.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
24.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
24.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
23.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
23.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
23.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
23.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
23.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
23.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
23.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
23.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
23.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
23.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
22.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
22.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
22.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
22.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
22.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
22.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
22.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
22.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
22.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
22.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
22.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
22.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
22.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
21.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
21.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
21.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
21.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
21.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
21.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
21.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
21.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
21.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
20.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
20.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
20.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
20.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
20.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
20.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
20.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
20.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
20.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
20.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
20.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
19.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
19.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
19.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
19.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
19.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
19.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
19.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
19.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
19.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
19.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
19.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
19.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
19.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
18.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
18.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
18.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
18.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
18.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
18.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
18.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
18.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
18.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
18.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
18.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
17.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
17.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
17.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
17.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
17.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
17.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
17.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
17.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
17.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
17.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
17.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
17.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
17.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
17.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
17.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
17.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
17.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
17.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
16.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
16.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
16.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
16.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
16.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
16.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
16.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
16.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
16.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
16.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
16.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
16.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
16.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
16.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
16.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
15.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
15.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
15.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
15.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
15.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
15.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
15.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
15.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
15.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
15.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
15.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
15.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
15.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
15.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
14.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
14.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
14.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
14.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
14.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
14.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
14.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
14.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
14.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
14.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
14.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
14.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
14.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
14.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
14.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
14.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
14.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
14.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
14.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
13.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
13.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
13.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
13.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
13.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
13.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
13.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
13.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
13.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
13.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
13.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
13.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
13.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
13.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
13.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
13.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
13.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
13.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
13.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
13.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
13.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
13.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
13.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
13.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
13.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
13.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
13.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
13.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
13.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
12.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
12.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
12.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
12.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
12.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
12.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
12.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
12.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
12.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
12.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
12.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
12.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
12.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
12.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
12.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
12.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
12.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
12.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
12.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
12.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
12.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
12.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
12.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
12.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
12.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
12.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
12.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
12.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
12.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
11.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
11.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
11.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
11.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
11.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
11.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
11.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
11.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
11.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
11.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
11.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
11.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
11.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
11.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
11.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
11.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
11.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
11.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
11.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
11.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
11.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
11.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
11.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
11.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
11.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
11.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
11.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
10.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
10.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
10.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
10.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
10.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
10.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
10.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
10.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
10.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
10.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
10.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
10.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
10.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
10.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
10.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
10.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
10.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
10.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
10.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
10.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
10.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
10.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
10.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
10.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
10.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
10.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
9.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
9.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
9.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
9.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
9.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
9.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
9.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
9.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
9.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
9.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
9.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
9.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
9.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
9.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
9.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
9.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
9.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
9.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
9.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
8.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
8.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
8.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
8.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
8.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
8.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
8.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
8.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
8.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
8.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
8.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
8.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
8.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
8.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
8.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
8.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
8.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
8.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
8.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
8.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
8.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
8.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
8.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
8.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
8.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
8.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
8.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
8.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
7.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
7.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
7.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
7.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
7.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
7.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
7.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
7.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
7.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
7.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
7.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
7.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
7.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
7.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
7.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
7.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
7.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
7.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
7.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
7.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
7.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
7.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
7.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
7.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
7.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
7.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
7.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
7.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
7.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
7.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
7.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
7.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
7.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
6.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
6.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
6.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
6.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
6.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
6.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
6.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
6.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
6.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
6.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
6.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
6.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
6.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
6.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
6.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
6.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
6.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
6.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
6.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
5.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
5.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
5.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
5.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
5.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
5.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
5.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
5.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
5.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
5.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
5.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
5.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
5.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
5.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
5.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
5.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
5.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
5.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
5.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
5.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
5.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
5.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
5.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
5.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
5.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
5.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
5.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
5.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
4.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
4.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
4.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
4.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
4.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
4.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
4.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
4.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
4.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
4.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
3.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
3.1
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.
ZNRF3 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
10.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
26.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
22.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
22.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
21.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
20.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
19.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
18.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
17.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
17.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
16.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
15.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
15.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
15.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
15.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
14.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
14.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
14.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
14.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
13.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
13.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
13.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
13.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
12.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
12.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
12.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
12.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
12.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
11.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
11.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
11.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
11.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
11.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
11.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
10.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
10.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
10.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
10.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
10.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
10.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
9.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
9.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
9.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
9.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
9.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
9.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
9.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
9.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
9.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
8.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
8.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
8.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
8.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
8.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
8.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
8.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
8.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
8.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
7.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
7.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
7.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
7.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
7.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
7.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
6.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
6.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
6.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
6.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
6.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
5.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
5.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
5.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
5.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
5.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
4.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
4.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
4.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
4.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
4.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
3.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
3.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
3.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
3.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
2.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
2.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
2.1
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.
ZNRF3 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
16.6
Number of samples
207
Samples
Sample
Description
TPM
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
42.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
41.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
41.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
38.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
37.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
36.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
34.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
33.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
33.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
33.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
31.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
30.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
28.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
28.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
27.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
27.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
27.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
27.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
27.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
26.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
26.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
26.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
26.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
26.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
25.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
25.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
25.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
25.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
25.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
24.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
24.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
24.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
24.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
24.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
24.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
24.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
23.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
23.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
23.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
23.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
23.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
23.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
23.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
22.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
22.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
22.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
22.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
22.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
21.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
21.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
21.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
21.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
21.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
20.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
20.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
20.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
20.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
20.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
20.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
19.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
19.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
19.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
19.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
19.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
19.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
19.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
19.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
18.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
18.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
18.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
18.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
18.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
18.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
18.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
18.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
17.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
17.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
17.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
17.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
17.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
17.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
17.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
17.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
17.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
17.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
17.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
17.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
17.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
17.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
17.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
16.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
16.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
16.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
16.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
16.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
16.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
16.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
16.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
16.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
15.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
15.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
15.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
15.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
15.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
15.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
15.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
14.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
14.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
14.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
14.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
14.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
14.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
14.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
14.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
14.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
14.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
14.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
14.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
13.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
13.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
13.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
13.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
13.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
13.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
13.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
13.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
13.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
13.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
13.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
13.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
12.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
12.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
12.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
12.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
12.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
12.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
12.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
12.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
12.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
12.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
12.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
12.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
11.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
11.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
11.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
11.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
11.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
11.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
11.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
11.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
11.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
11.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
10.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
10.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
10.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
10.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
10.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
10.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
10.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
10.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
10.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
10.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
9.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
9.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
9.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
9.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
9.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
9.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
9.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
9.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
8.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
8.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
8.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
8.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
8.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
8.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
8.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
8.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
7.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
7.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
7.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
7.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
7.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
7.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
7.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
7.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
7.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
7.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
6.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
6.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
6.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
6.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
5.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
5.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
5.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
5.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
5.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
5.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
4.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
4.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
3.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
