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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.
FZD5 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
13.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
35.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
27.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
26.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
26.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
25.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
25.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
24.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
24.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
24.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
23.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
23.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
23.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
23.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
22.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
21.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
21.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
21.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
21.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
21.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
21.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
21.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
21.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
20.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
20.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
20.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
20.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
20.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
20.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
20.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
19.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
19.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
19.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
19.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
19.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
19.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
19.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
19.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
19.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
18.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
18.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
18.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
18.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
18.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
18.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
18.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
18.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
17.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
17.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
17.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
17.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
17.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
17.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
17.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
17.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
16.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
16.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
16.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
16.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
16.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
16.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
16.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
16.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
16.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
16.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
16.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
16.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
16.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
16.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
16.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
16.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
16.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
16.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
16.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
16.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
15.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
15.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
15.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
15.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
15.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
15.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
15.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
15.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
14.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
14.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
14.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
14.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
14.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
14.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
14.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
14.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
14.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
14.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
14.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
14.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
14.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
14.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
14.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
14.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
14.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
14.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
14.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
14.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
14.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
14.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
14.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
13.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
13.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
13.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
13.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
13.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
13.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
13.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
13.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
13.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
13.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
13.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
13.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
12.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
12.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
12.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
12.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
12.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
12.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
12.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
12.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
12.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
12.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
12.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
12.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
12.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
12.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
12.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
12.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
12.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
11.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
11.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
11.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
11.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
11.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
11.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
11.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
11.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
11.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
11.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
11.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
11.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
10.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
10.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
10.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
10.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
10.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
10.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
10.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
10.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
10.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
10.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
10.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
10.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
10.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
10.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
10.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
10.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
10.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
10.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
10.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
10.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
10.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
10.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
10.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
10.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
10.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
10.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
9.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
9.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
9.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
9.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
9.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
9.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
9.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
9.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
9.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
9.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
9.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
9.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
9.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
9.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
9.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
9.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
9.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
9.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
8.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
8.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
8.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
8.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
8.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
8.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
8.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
8.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
8.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
8.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
8.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
8.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
8.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
8.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
8.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
8.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
8.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
8.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
8.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
8.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
8.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
8.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
8.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
8.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
7.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
7.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
7.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
7.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
7.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
7.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
7.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
7.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
7.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
7.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
7.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
6.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
6.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
6.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
6.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
6.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
6.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
6.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
6.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
6.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
6.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
6.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
6.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
5.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
5.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
5.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
5.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
5.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
4.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
4.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 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.
FZD5 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
34.9
Number of samples
486
Samples
Sample
Description
TPM
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
164.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
95.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
87.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
81.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
73.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
71.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
68.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
68.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
67.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
63.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
63.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
62.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
60.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
60.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
60.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
60.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
58.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
58.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
58.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
58.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
58.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
58.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
57.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
56.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
54.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
54.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
54.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
53.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
52.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
52.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
52.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
52.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
52.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
52.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
52.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
52.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
51.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
51.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
51.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
51.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
51.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
51.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
51.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
50.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
50.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
50.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
50.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
50.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
50.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
50.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
50.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
50.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
50.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
49.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
49.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
49.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
49.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
48.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
48.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
48.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
47.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
47.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
47.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
47.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
46.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
46.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
46.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
46.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
46.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
46.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
46.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
46.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
46.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
46.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
46.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
46.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
45.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
45.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
45.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
45.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
45.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
45.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
45.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
44.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
44.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
44.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
44.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
44.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
44.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
44.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
44.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
44.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
44.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
44.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
44.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
43.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
43.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
43.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
43.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
43.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
42.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
42.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
42.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
42.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
42.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
42.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
42.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
42.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
42.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
42.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
42.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
42.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
42.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
42.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
41.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
41.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
41.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
41.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
41.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
41.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
41.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
41.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
41.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
41.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
41.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
41.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
41.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
40.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
40.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
40.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
40.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
40.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
40.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
40.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
40.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
40.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
40.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
40.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
40.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
40.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
40.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
39.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
39.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
39.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
39.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
39.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
39.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
39.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
39.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
39.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
39.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
39.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
39.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
39.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
39.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
39.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
39.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
39.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
38.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
38.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
38.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
38.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
38.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
38.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
38.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
38.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
38.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
38.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
38.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
38.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
38.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
38.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
38.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
38.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
38.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
38.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
38.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
37.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
37.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
37.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
37.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
37.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
37.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
37.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
37.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
37.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
37.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
37.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
37.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
37.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
37.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
37.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
37.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
37.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
37.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
36.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
36.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
36.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
36.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
36.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
36.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
36.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
36.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
36.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
36.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
36.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
35.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
35.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
35.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
35.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
35.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
35.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
35.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
35.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
35.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
35.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
35.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
35.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
35.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
35.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
34.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
34.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
34.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
34.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
34.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
34.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
34.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
34.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
34.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
34.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
34.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
33.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
33.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
33.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
33.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
33.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
33.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
33.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
33.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
33.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
33.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
33.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
33.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
33.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
33.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
33.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
33.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
33.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
33.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
33.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
33.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
33.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
33.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
33.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
32.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
32.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
32.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
32.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
32.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
32.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
32.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
32.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
32.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
32.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
32.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
31.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
31.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
31.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
31.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
31.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
31.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
31.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
31.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
31.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
31.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
31.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
31.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
31.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
31.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
31.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
31.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
31.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
31.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
30.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
30.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
30.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
30.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
30.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
30.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
30.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
30.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
30.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
30.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
30.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
30.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
30.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
30.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
30.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
30.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
30.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
30.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
30.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
30.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
30.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
30.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
30.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
30.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
30.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
30.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
30.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
29.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
29.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
29.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
29.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
29.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
29.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
29.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
29.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
29.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
29.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
29.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
29.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
29.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
29.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
29.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
29.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
29.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
29.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
29.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
29.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
29.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
29.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
28.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
28.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
28.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
28.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
28.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
28.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
28.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
28.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
28.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
28.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
28.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
28.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
28.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
28.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
27.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
27.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
27.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
27.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
27.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
27.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
27.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
27.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
27.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
27.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
27.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
26.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
26.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
26.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
26.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
26.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
26.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
26.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
26.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
26.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
26.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
26.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
26.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
26.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
26.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
25.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
25.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
25.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
25.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
25.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
25.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
25.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
25.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
25.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
25.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
25.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
25.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
24.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
24.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
24.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
24.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
24.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
24.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
24.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
24.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
24.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
24.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
24.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
24.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
24.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
24.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
24.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
24.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
24.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
24.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
23.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
23.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
23.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
23.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
23.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
23.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
23.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
23.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
23.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
23.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
23.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
23.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
23.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
23.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
22.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
22.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
22.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
22.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
22.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
22.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
22.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
22.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
21.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
21.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
21.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
21.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
21.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
21.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
21.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
21.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
21.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
21.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
21.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
20.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
20.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
20.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
20.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
20.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
20.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
20.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
20.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
20.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
20.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
20.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
19.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
19.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
19.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
19.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
19.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
18.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
18.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
18.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
18.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
18.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
18.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
17.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
17.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
17.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
17.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
17.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
17.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
17.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
17.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
17.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
15.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
15.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
15.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
15.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
15.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
15.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
15.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
14.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
14.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
14.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
14.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
13.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
13.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
12.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
11.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
10.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
8.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.3
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.
FZD5 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
12.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
34.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
29.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
26.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
22.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
21.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
21.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
20.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
20.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
19.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
19.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
19.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
19.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
18.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
18.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
18.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
17.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
17.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
17.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
17.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
16.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
15.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
15.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
15.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
15.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
15.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
15.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
14.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
14.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
13.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
13.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
13.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
13.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
13.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
13.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
13.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
13.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
13.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
13.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
13.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
12.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
12.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
12.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
12.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
11.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
11.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
11.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
11.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
10.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
10.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
10.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
10.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
10.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
10.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
10.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
10.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
10.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
10.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
10.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
9.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
9.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
9.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
9.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
9.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
9.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
9.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
9.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
8.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
8.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
8.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
8.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
8.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
8.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
8.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
8.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
8.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
7.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
7.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
7.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
6.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
6.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
6.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
5.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
FZD5 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
32.0
Number of samples
207
Samples
Sample
Description
TPM
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
67.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
60.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
59.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
58.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
55.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
55.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
54.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
52.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
52.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
49.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
49.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
48.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
48.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
48.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
47.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
47.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
47.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
46.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
46.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
46.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
46.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
45.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
45.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
45.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
45.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
44.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
44.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
44.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
43.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
43.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
43.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
42.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
42.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
42.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
42.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
42.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
41.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
40.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
40.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
40.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
40.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
40.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
40.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
39.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
39.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
39.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
39.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
39.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
39.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
38.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
38.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
38.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
38.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
38.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
38.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
38.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
38.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
38.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
37.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
37.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
37.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
37.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
37.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
37.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
37.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
37.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
36.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
36.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
36.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
36.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
36.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
36.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
36.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
36.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
36.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
36.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
36.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
36.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
35.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
35.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
35.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
35.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
35.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
35.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
35.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
35.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
35.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
34.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
34.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
34.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
34.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
34.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
33.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
33.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
33.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
33.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
33.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
33.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
33.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
32.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
32.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
32.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
32.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
32.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
31.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
31.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
31.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
31.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
31.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
31.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
30.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
30.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
30.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
30.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
30.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
30.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
30.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
30.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
30.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
29.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
29.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
29.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
29.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
29.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
28.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
28.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
28.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
28.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
28.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
28.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
28.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
28.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
27.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
27.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
27.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
27.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
27.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
27.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
27.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
26.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
26.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
26.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
26.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
25.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
25.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
25.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
25.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
25.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
25.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
25.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
25.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
24.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
24.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
24.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
24.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
23.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
23.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
23.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
23.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
23.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
22.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
22.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
22.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
22.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
22.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
22.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
22.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
21.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
21.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
21.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
21.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
21.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
21.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
21.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
21.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
20.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
20.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
20.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
20.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
20.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
19.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
19.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
18.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
18.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
18.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
18.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
18.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
18.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
16.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
16.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
16.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
15.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
15.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
14.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
14.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
14.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
13.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
13.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
12.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
12.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
12.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
6.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.8
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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
